Dataset statistics
| Number of variables | 151 |
|---|---|
| Number of observations | 2260701 |
| Missing cells | 108486249 |
| Missing cells (%) | 31.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.3 GiB |
| Average record size in memory | 2.9 KiB |
Variable types
| NUM | 109 |
|---|---|
| CAT | 36 |
| BOOL | 4 |
| UNSUPPORTED | 1 |
| URL | 1 |
Reproduction
| Analysis started | 2020-10-29 16:52:58.375050 |
|---|---|
| Analysis finished | 2020-10-29 17:03:27.534580 |
| Version | pandas-profiling v2.6.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
id has a high cardinality: 2260701 distinct values | High cardinality |
emp_title has a high cardinality: 512694 distinct values | High cardinality |
issue_d has a high cardinality: 139 distinct values | High cardinality |
desc has a high cardinality: 124501 distinct values | High cardinality |
title has a high cardinality: 63155 distinct values | High cardinality |
zip_code has a high cardinality: 956 distinct values | High cardinality |
addr_state has a high cardinality: 51 distinct values | High cardinality |
earliest_cr_line has a high cardinality: 754 distinct values | High cardinality |
last_pymnt_d has a high cardinality: 136 distinct values | High cardinality |
next_pymnt_d has a high cardinality: 106 distinct values | High cardinality |
last_credit_pull_d has a high cardinality: 141 distinct values | High cardinality |
sec_app_earliest_cr_line has a high cardinality: 663 distinct values | High cardinality |
debt_settlement_flag_date has a high cardinality: 83 distinct values | High cardinality |
settlement_date has a high cardinality: 90 distinct values | High cardinality |
member_id has 2260701 (100.0%) missing values | Missing |
emp_title has 167002 (7.4%) missing values | Missing |
emp_length has 146940 (6.5%) missing values | Missing |
desc has 2134634 (94.4%) missing values | Missing |
title has 23358 (1.0%) missing values | Missing |
mths_since_last_delinq has 1158535 (51.2%) missing values | Missing |
mths_since_last_record has 1901545 (84.1%) missing values | Missing |
next_pymnt_d has 1345343 (59.5%) missing values | Missing |
mths_since_last_major_derog has 1679926 (74.3%) missing values | Missing |
annual_inc_joint has 2139991 (94.7%) missing values | Missing |
dti_joint has 2139995 (94.7%) missing values | Missing |
verification_status_joint has 2144971 (94.9%) missing values | Missing |
tot_coll_amt has 70309 (3.1%) missing values | Missing |
tot_cur_bal has 70309 (3.1%) missing values | Missing |
open_acc_6m has 866163 (38.3%) missing values | Missing |
open_act_il has 866162 (38.3%) missing values | Missing |
open_il_12m has 866162 (38.3%) missing values | Missing |
open_il_24m has 866162 (38.3%) missing values | Missing |
mths_since_rcnt_il has 909957 (40.3%) missing values | Missing |
total_bal_il has 866162 (38.3%) missing values | Missing |
il_util has 1068883 (47.3%) missing values | Missing |
open_rv_12m has 866162 (38.3%) missing values | Missing |
open_rv_24m has 866162 (38.3%) missing values | Missing |
max_bal_bc has 866162 (38.3%) missing values | Missing |
all_util has 866381 (38.3%) missing values | Missing |
total_rev_hi_lim has 70309 (3.1%) missing values | Missing |
inq_fi has 866162 (38.3%) missing values | Missing |
total_cu_tl has 866163 (38.3%) missing values | Missing |
inq_last_12m has 866163 (38.3%) missing values | Missing |
acc_open_past_24mths has 50063 (2.2%) missing values | Missing |
avg_cur_bal has 70379 (3.1%) missing values | Missing |
bc_open_to_buy has 74968 (3.3%) missing values | Missing |
bc_util has 76104 (3.4%) missing values | Missing |
mo_sin_old_il_acct has 139104 (6.2%) missing values | Missing |
mo_sin_old_rev_tl_op has 70310 (3.1%) missing values | Missing |
mo_sin_rcnt_rev_tl_op has 70310 (3.1%) missing values | Missing |
mo_sin_rcnt_tl has 70309 (3.1%) missing values | Missing |
mort_acc has 50063 (2.2%) missing values | Missing |
mths_since_recent_bc has 73445 (3.2%) missing values | Missing |
mths_since_recent_bc_dlq has 1741000 (77.0%) missing values | Missing |
mths_since_recent_inq has 295468 (13.1%) missing values | Missing |
mths_since_recent_revol_delinq has 1520342 (67.3%) missing values | Missing |
num_accts_ever_120_pd has 70309 (3.1%) missing values | Missing |
num_actv_bc_tl has 70309 (3.1%) missing values | Missing |
num_actv_rev_tl has 70309 (3.1%) missing values | Missing |
num_bc_sats has 58623 (2.6%) missing values | Missing |
num_bc_tl has 70309 (3.1%) missing values | Missing |
num_il_tl has 70309 (3.1%) missing values | Missing |
num_op_rev_tl has 70309 (3.1%) missing values | Missing |
num_rev_accts has 70310 (3.1%) missing values | Missing |
num_rev_tl_bal_gt_0 has 70309 (3.1%) missing values | Missing |
num_sats has 58623 (2.6%) missing values | Missing |
num_tl_120dpd_2m has 153690 (6.8%) missing values | Missing |
num_tl_30dpd has 70309 (3.1%) missing values | Missing |
num_tl_90g_dpd_24m has 70309 (3.1%) missing values | Missing |
num_tl_op_past_12m has 70309 (3.1%) missing values | Missing |
pct_tl_nvr_dlq has 70464 (3.1%) missing values | Missing |
percent_bc_gt_75 has 75412 (3.3%) missing values | Missing |
tot_hi_cred_lim has 70309 (3.1%) missing values | Missing |
total_bal_ex_mort has 50063 (2.2%) missing values | Missing |
total_bc_limit has 50063 (2.2%) missing values | Missing |
total_il_high_credit_limit has 70309 (3.1%) missing values | Missing |
revol_bal_joint has 2152681 (95.2%) missing values | Missing |
sec_app_fico_range_low has 2152680 (95.2%) missing values | Missing |
sec_app_fico_range_high has 2152680 (95.2%) missing values | Missing |
sec_app_earliest_cr_line has 2152680 (95.2%) missing values | Missing |
sec_app_inq_last_6mths has 2152680 (95.2%) missing values | Missing |
sec_app_mort_acc has 2152680 (95.2%) missing values | Missing |
sec_app_open_acc has 2152680 (95.2%) missing values | Missing |
sec_app_revol_util has 2154517 (95.3%) missing values | Missing |
sec_app_open_act_il has 2152680 (95.2%) missing values | Missing |
sec_app_num_rev_accts has 2152680 (95.2%) missing values | Missing |
sec_app_chargeoff_within_12_mths has 2152680 (95.2%) missing values | Missing |
sec_app_collections_12_mths_ex_med has 2152680 (95.2%) missing values | Missing |
sec_app_mths_since_last_major_derog has 2224759 (98.4%) missing values | Missing |
hardship_type has 2249784 (99.5%) missing values | Missing |
hardship_reason has 2249784 (99.5%) missing values | Missing |
hardship_status has 2249784 (99.5%) missing values | Missing |
deferral_term has 2249784 (99.5%) missing values | Missing |
hardship_amount has 2249784 (99.5%) missing values | Missing |
hardship_start_date has 2249784 (99.5%) missing values | Missing |
hardship_end_date has 2249784 (99.5%) missing values | Missing |
payment_plan_start_date has 2249784 (99.5%) missing values | Missing |
hardship_length has 2249784 (99.5%) missing values | Missing |
hardship_dpd has 2249784 (99.5%) missing values | Missing |
hardship_loan_status has 2249784 (99.5%) missing values | Missing |
orig_projected_additional_accrued_interest has 2252050 (99.6%) missing values | Missing |
hardship_payoff_balance_amount has 2249784 (99.5%) missing values | Missing |
hardship_last_payment_amount has 2249784 (99.5%) missing values | Missing |
debt_settlement_flag_date has 2226455 (98.5%) missing values | Missing |
settlement_status has 2226455 (98.5%) missing values | Missing |
settlement_date has 2226455 (98.5%) missing values | Missing |
settlement_amount has 2226455 (98.5%) missing values | Missing |
settlement_percentage has 2226455 (98.5%) missing values | Missing |
settlement_term has 2226455 (98.5%) missing values | Missing |
annual_inc is highly skewed (γ1 = 493.8860884) | Skewed |
dti is highly skewed (γ1 = 29.20185447) | Skewed |
total_rec_late_fee is highly skewed (γ1 = 21.90352305) | Skewed |
annual_inc_joint is highly skewed (γ1 = 21.7445355) | Skewed |
acc_now_delinq is highly skewed (γ1 = 22.90797767) | Skewed |
tot_coll_amt is highly skewed (γ1 = 852.0101323) | Skewed |
total_rev_hi_lim is highly skewed (γ1 = 32.55742738) | Skewed |
delinq_amnt is highly skewed (γ1 = 102.6547743) | Skewed |
num_tl_120dpd_2m is highly skewed (γ1 = 55.80984712) | Skewed |
num_tl_30dpd is highly skewed (γ1 = 22.51746312) | Skewed |
tax_liens is highly skewed (γ1 = 32.07091145) | Skewed |
sec_app_chargeoff_within_12_mths is highly skewed (γ1 = 20.27699345) | Skewed |
member_id is an unsupported type, check if it needs cleaning or further analysis | Rejected |
delinq_2yrs has 1839108 (81.4%) zeros | Zeros |
inq_last_6mths has 1381722 (61.1%) zeros | Zeros |
pub_rec has 1902758 (84.2%) zeros | Zeros |
out_prncp has 1352764 (59.8%) zeros | Zeros |
out_prncp_inv has 1352764 (59.8%) zeros | Zeros |
total_rec_late_fee has 2173513 (96.1%) zeros | Zeros |
recoveries has 2075236 (91.8%) zeros | Zeros |
collection_recovery_fee has 2083655 (92.2%) zeros | Zeros |
last_fico_range_low has 37326 (1.7%) zeros | Zeros |
collections_12_mths_ex_med has 2223085 (98.3%) zeros | Zeros |
acc_now_delinq has 2251857 (99.6%) zeros | Zeros |
tot_coll_amt has 1856129 (82.1%) zeros | Zeros |
open_acc_6m has 627966 (27.8%) zeros | Zeros |
open_act_il has 165848 (7.3%) zeros | Zeros |
open_il_12m has 760254 (33.6%) zeros | Zeros |
open_il_24m has 377489 (16.7%) zeros | Zeros |
total_bal_il has 158666 (7.0%) zeros | Zeros |
open_rv_12m has 513716 (22.7%) zeros | Zeros |
open_rv_24m has 223783 (9.9%) zeros | Zeros |
max_bal_bc has 35917 (1.6%) zeros | Zeros |
inq_fi has 697142 (30.8%) zeros | Zeros |
total_cu_tl has 753128 (33.3%) zeros | Zeros |
inq_last_12m has 400090 (17.7%) zeros | Zeros |
acc_open_past_24mths has 100270 (4.4%) zeros | Zeros |
bc_open_to_buy has 30767 (1.4%) zeros | Zeros |
bc_util has 27885 (1.2%) zeros | Zeros |
chargeoff_within_12_mths has 2243339 (99.2%) zeros | Zeros |
delinq_amnt has 2253465 (99.7%) zeros | Zeros |
mo_sin_rcnt_rev_tl_op has 33747 (1.5%) zeros | Zeros |
mo_sin_rcnt_tl has 34923 (1.5%) zeros | Zeros |
mort_acc has 929606 (41.1%) zeros | Zeros |
mths_since_recent_inq has 168927 (7.5%) zeros | Zeros |
num_accts_ever_120_pd has 1687416 (74.6%) zeros | Zeros |
num_actv_bc_tl has 50061 (2.2%) zeros | Zeros |
num_bc_sats has 23661 (1.0%) zeros | Zeros |
num_il_tl has 68944 (3.0%) zeros | Zeros |
num_tl_120dpd_2m has 2105738 (93.1%) zeros | Zeros |
num_tl_30dpd has 2184561 (96.6%) zeros | Zeros |
num_tl_90g_dpd_24m has 2073060 (91.7%) zeros | Zeros |
num_tl_op_past_12m has 415975 (18.4%) zeros | Zeros |
percent_bc_gt_75 has 598711 (26.5%) zeros | Zeros |
pub_rec_bankruptcies has 1987383 (87.9%) zeros | Zeros |
tax_liens has 2195933 (97.1%) zeros | Zeros |
total_bc_limit has 25349 (1.1%) zeros | Zeros |
total_il_high_credit_limit has 263497 (11.7%) zeros | Zeros |
sec_app_inq_last_6mths has 65252 (2.9%) zeros | Zeros |
sec_app_mort_acc has 42218 (1.9%) zeros | Zeros |
sec_app_chargeoff_within_12_mths has 105117 (4.6%) zeros | Zeros |
sec_app_collections_12_mths_ex_med has 101793 (4.5%) zeros | Zeros |
| Distinct count | 2260701 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 88212630 | 1 |
|---|---|
| 442699 | 1 |
| 10587954 | 1 |
| 32068496 | 1 |
| 91141406 | 1 |
| Other values (2260696) |
| Value | Count | Frequency (%) | |
| 88212630 | 1 | < 0.1% | |
| 442699 | 1 | < 0.1% | |
| 10587954 | 1 | < 0.1% | |
| 32068496 | 1 | < 0.1% | |
| 91141406 | 1 | < 0.1% | |
| 59749709 | 1 | < 0.1% | |
| 18354424 | 1 | < 0.1% | |
| 13777717 | 1 | < 0.1% | |
| 134505745 | 1 | < 0.1% | |
| 7619564 | 1 | < 0.1% | |
| Other values (2260691) | 2260691 | > 99.9% |
loan_amnt
Real number (ℝ≥0)
| Distinct count | 1572 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15046.93123 |
|---|---|
| Minimum | 500 |
| Maximum | 40000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 3250 |
| Q1 | 8000 |
| median | 12900 |
| Q3 | 20000 |
| 95-th percentile | 35000 |
| Maximum | 40000 |
| Range | 39500 |
| Interquartile range (IQR) | 12000 |
Descriptive statistics
| Standard deviation | 9190.245488 |
|---|---|
| Coefficient of variation (CV) | 0.6107720803 |
| Kurtosis | -0.1194391577 |
| Mean | 15046.93123 |
| Median Absolute Deviation (MAD) | 7445.307472 |
| Skewness | 0.7777823287 |
| Sum | 3.401611592e+10 |
| Variance | 84460612.13 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 10000 | 187236 | 8.3% | |
| 20000 | 131006 | 5.8% | |
| 15000 | 123226 | 5.5% | |
| 12000 | 121681 | 5.4% | |
| 35000 | 86285 | 3.8% | |
| 5000 | 84765 | 3.7% | |
| 8000 | 75033 | 3.3% | |
| 6000 | 72089 | 3.2% | |
| 25000 | 66453 | 2.9% | |
| 16000 | 66418 | 2.9% | |
| Other values (1562) | 1246476 | 55.1% |
| Value | Count | Frequency (%) | |
| 500 | 11 | < 0.1% | |
| 550 | 1 | < 0.1% | |
| 600 | 6 | < 0.1% | |
| 700 | 3 | < 0.1% | |
| 725 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 40000 | 33368 | 1.5% | |
| 39975 | 11 | < 0.1% | |
| 39950 | 10 | < 0.1% | |
| 39925 | 14 | < 0.1% | |
| 39900 | 24 | < 0.1% |
funded_amnt
Real number (ℝ≥0)
| Distinct count | 1572 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15041.66406 |
|---|---|
| Minimum | 500 |
| Maximum | 40000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 3250 |
| Q1 | 8000 |
| median | 12875 |
| Q3 | 20000 |
| 95-th percentile | 35000 |
| Maximum | 40000 |
| Range | 39500 |
| Interquartile range (IQR) | 12000 |
Descriptive statistics
| Standard deviation | 9188.413022 |
|---|---|
| Coefficient of variation (CV) | 0.6108641296 |
| Kurtosis | -0.1170090387 |
| Mean | 15041.66406 |
| Median Absolute Deviation (MAD) | 7442.540455 |
| Skewness | 0.7787785936 |
| Sum | 3.40042086e+10 |
| Variance | 84426933.87 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 10000 | 187146 | 8.3% | |
| 20000 | 130816 | 5.8% | |
| 15000 | 123110 | 5.4% | |
| 12000 | 121588 | 5.4% | |
| 35000 | 86147 | 3.8% | |
| 5000 | 84751 | 3.7% | |
| 8000 | 75020 | 3.3% | |
| 6000 | 72075 | 3.2% | |
| 16000 | 66331 | 2.9% | |
| 25000 | 66176 | 2.9% | |
| Other values (1562) | 1247508 | 55.2% |
| Value | Count | Frequency (%) | |
| 500 | 11 | < 0.1% | |
| 550 | 1 | < 0.1% | |
| 600 | 6 | < 0.1% | |
| 700 | 3 | < 0.1% | |
| 725 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 40000 | 33368 | 1.5% | |
| 39975 | 11 | < 0.1% | |
| 39950 | 10 | < 0.1% | |
| 39925 | 14 | < 0.1% | |
| 39900 | 24 | < 0.1% |
funded_amnt_inv
Real number (ℝ≥0)
| Distinct count | 10057 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15023.43775 |
|---|---|
| Minimum | 0 |
| Maximum | 40000 |
| Zeros | 233 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3200 |
| Q1 | 8000 |
| median | 12800 |
| Q3 | 20000 |
| 95-th percentile | 35000 |
| Maximum | 40000 |
| Range | 40000 |
| Interquartile range (IQR) | 12000 |
Descriptive statistics
| Standard deviation | 9192.331679 |
|---|---|
| Coefficient of variation (CV) | 0.6118660612 |
| Kurtosis | -0.1166814573 |
| Mean | 15023.43775 |
| Median Absolute Deviation (MAD) | 7444.677901 |
| Skewness | 0.7782542751 |
| Sum | 3.396300496e+10 |
| Variance | 84498961.69 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 10000 | 177561 | 7.9% | |
| 20000 | 120453 | 5.3% | |
| 15000 | 114539 | 5.1% | |
| 12000 | 114068 | 5.0% | |
| 5000 | 81999 | 3.6% | |
| 35000 | 76093 | 3.4% | |
| 8000 | 71528 | 3.2% | |
| 6000 | 69475 | 3.1% | |
| 16000 | 61840 | 2.7% | |
| 25000 | 60610 | 2.7% | |
| Other values (10047) | 1312502 | 58.1% |
| Value | Count | Frequency (%) | |
| 0 | 233 | < 0.1% | |
| 0.000121098108 | 1 | < 0.1% | |
| 0.000185369401 | 1 | < 0.1% | |
| 0.000242055511 | 1 | < 0.1% | |
| 0.000531133069 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 40000 | 31767 | 1.4% | |
| 39975 | 616 | < 0.1% | |
| 39950 | 218 | < 0.1% | |
| 39925 | 58 | < 0.1% | |
| 39900 | 29 | < 0.1% |
term
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| 36 months | |
|---|---|
| 60 months |
| Value | Count | Frequency (%) | |
| 36 months | 1609754 | 71.2% | |
| 60 months | 650914 | 28.8% | |
| (Missing) | 33 | < 0.1% |
int_rate
Real number (ℝ≥0)
| Distinct count | 673 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.09282911 |
|---|---|
| Minimum | 5.31 |
| Maximum | 30.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 5.31 |
|---|---|
| 5-th percentile | 6.49 |
| Q1 | 9.49 |
| median | 12.62 |
| Q3 | 15.99 |
| 95-th percentile | 22.15 |
| Maximum | 30.99 |
| Range | 25.68 |
| Interquartile range (IQR) | 6.5 |
Descriptive statistics
| Standard deviation | 4.832138365 |
|---|---|
| Coefficient of variation (CV) | 0.36906755 |
| Kurtosis | 0.5940245697 |
| Mean | 13.09282911 |
| Median Absolute Deviation (MAD) | 3.799125792 |
| Skewness | 0.7680705625 |
| Sum | 29598539.81 |
| Variance | 23.34956117 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 11.99 | 53869 | 2.4% | |
| 5.32 | 47171 | 2.1% | |
| 10.99 | 44165 | 2.0% | |
| 13.99 | 43025 | 1.9% | |
| 11.49 | 32010 | 1.4% | |
| 16.99 | 30564 | 1.4% | |
| 12.99 | 29276 | 1.3% | |
| 7.89 | 28514 | 1.3% | |
| 9.17 | 27835 | 1.2% | |
| 15.61 | 25208 | 1.1% | |
| Other values (663) | 1899031 | 84.0% |
| Value | Count | Frequency (%) | |
| 5.31 | 8613 | 0.4% | |
| 5.32 | 47171 | 2.1% | |
| 5.42 | 573 | < 0.1% | |
| 5.79 | 410 | < 0.1% | |
| 5.93 | 1812 | 0.1% |
| Value | Count | Frequency (%) | |
| 30.99 | 819 | < 0.1% | |
| 30.94 | 733 | < 0.1% | |
| 30.89 | 699 | < 0.1% | |
| 30.84 | 755 | < 0.1% | |
| 30.79 | 1572 | 0.1% |
installment
Real number (ℝ≥0)
| Distinct count | 93301 |
|---|---|
| Unique (%) | 4.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 445.8068229 |
|---|---|
| Minimum | 4.93 |
| Maximum | 1719.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 4.93 |
|---|---|
| 5-th percentile | 110.43 |
| Q1 | 251.65 |
| median | 377.99 |
| Q3 | 593.32 |
| 95-th percentile | 984.47 |
| Maximum | 1719.83 |
| Range | 1714.9 |
| Interquartile range (IQR) | 341.67 |
Descriptive statistics
| Standard deviation | 267.1735346 |
|---|---|
| Coefficient of variation (CV) | 0.5993033774 |
| Kurtosis | 0.6898790426 |
| Mean | 445.8068229 |
| Median Absolute Deviation (MAD) | 211.60717 |
| Skewness | 1.001780569 |
| Sum | 1007821219 |
| Variance | 71381.6976 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 301.15 | 4420 | 0.2% | |
| 332.1 | 4153 | 0.2% | |
| 361.38 | 3704 | 0.2% | |
| 327.34 | 3353 | 0.1% | |
| 602.3 | 3095 | 0.1% | |
| 451.73 | 3076 | 0.1% | |
| 329.72 | 2614 | 0.1% | |
| 166.05 | 2508 | 0.1% | |
| 498.15 | 2410 | 0.1% | |
| 180.69 | 2364 | 0.1% | |
| Other values (93291) | 2228971 | 98.6% |
| Value | Count | Frequency (%) | |
| 4.93 | 1 | < 0.1% | |
| 7.61 | 1 | < 0.1% | |
| 14.01 | 1 | < 0.1% | |
| 14.77 | 1 | < 0.1% | |
| 15.67 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1719.83 | 2 | < 0.1% | |
| 1717.63 | 1 | < 0.1% | |
| 1715.42 | 2 | < 0.1% | |
| 1714.54 | 6 | < 0.1% | |
| 1691.28 | 2 | < 0.1% |
grade
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| B | |
|---|---|
| C | |
| A | |
| D | |
| E | |
| Other values (2) | 53968 |
| Value | Count | Frequency (%) | |
| B | 663557 | 29.4% | |
| C | 650053 | 28.8% | |
| A | 433027 | 19.2% | |
| D | 324424 | 14.4% | |
| E | 135639 | 6.0% | |
| F | 41800 | 1.8% | |
| G | 12168 | 0.5% | |
| (Missing) | 33 | < 0.1% |
sub_grade
Categorical
| Distinct count | 35 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| C1 | 145903 |
|---|---|
| B5 | 140288 |
| B4 | 139793 |
| B3 | 131514 |
| C2 | 131116 |
| Other values (30) |
| Value | Count | Frequency (%) | |
| C1 | 145903 | 6.5% | |
| B5 | 140288 | 6.2% | |
| B4 | 139793 | 6.2% | |
| B3 | 131514 | 5.8% | |
| C2 | 131116 | 5.8% | |
| C3 | 129193 | 5.7% | |
| C4 | 127115 | 5.6% | |
| B2 | 126621 | 5.6% | |
| B1 | 125341 | 5.5% | |
| C5 | 116726 | 5.2% | |
| Other values (25) | 947058 | 41.9% |
| Distinct count | 512694 |
|---|---|
| Unique (%) | 24.5% |
| Missing | 167002 |
| Missing (%) | 7.4% |
| Memory size | 17.2 MiB |
| Teacher | 38824 |
|---|---|
| Manager | 34298 |
| Owner | 21977 |
| Registered Nurse | 15867 |
| Driver | 14753 |
| Other values (512689) |
| Value | Count | Frequency (%) | |
| Teacher | 38824 | 1.7% | |
| Manager | 34298 | 1.5% | |
| Owner | 21977 | 1.0% | |
| Registered Nurse | 15867 | 0.7% | |
| Driver | 14753 | 0.7% | |
| RN | 14737 | 0.7% | |
| Supervisor | 14297 | 0.6% | |
| Sales | 13050 | 0.6% | |
| Project Manager | 10971 | 0.5% | |
| Office Manager | 9772 | 0.4% | |
| Other values (512684) | 1905153 | 84.3% | |
| (Missing) | 167002 | 7.4% |
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 146940 |
| Missing (%) | 6.5% |
| Memory size | 17.2 MiB |
| 10+ years | |
|---|---|
| 2 years | |
| < 1 year | |
| 3 years | |
| 1 year | 148403 |
| Other values (6) |
| Value | Count | Frequency (%) | |
| 10+ years | 748005 | 33.1% | |
| 2 years | 203677 | 9.0% | |
| < 1 year | 189988 | 8.4% | |
| 3 years | 180753 | 8.0% | |
| 1 year | 148403 | 6.6% | |
| 5 years | 139698 | 6.2% | |
| 4 years | 136605 | 6.0% | |
| 6 years | 102628 | 4.5% | |
| 7 years | 92695 | 4.1% | |
| 8 years | 91914 | 4.1% | |
| (Missing) | 146940 | 6.5% |
home_ownership
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| MORTGAGE | |
|---|---|
| RENT | |
| OWN | |
| ANY | 996 |
| OTHER | 182 |
| Value | Count | Frequency (%) | |
| MORTGAGE | 1111450 | 49.2% | |
| RENT | 894929 | 39.6% | |
| OWN | 253057 | 11.2% | |
| ANY | 996 | < 0.1% | |
| OTHER | 182 | < 0.1% | |
| NONE | 54 | < 0.1% | |
| (Missing) | 33 | < 0.1% |
| Distinct count | 89368 |
|---|---|
| Unique (%) | 4.0% |
| Missing | 37 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77992.42869 |
|---|---|
| Minimum | 0 |
| Maximum | 110000000 |
| Zeros | 1667 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 27600 |
| Q1 | 46000 |
| median | 65000 |
| Q3 | 93000 |
| 95-th percentile | 160000 |
| Maximum | 110000000 |
| Range | 110000000 |
| Interquartile range (IQR) | 47000 |
Descriptive statistics
| Standard deviation | 112696.1996 |
|---|---|
| Coefficient of variation (CV) | 1.444963331 |
| Kurtosis | 439001.6589 |
| Mean | 77992.42869 |
| Median Absolute Deviation (MAD) | 34549.45122 |
| Skewness | 493.8860884 |
| Sum | 1.763146758e+11 |
| Variance | 1.27004334e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 60000 | 87189 | 3.9% | |
| 50000 | 76355 | 3.4% | |
| 65000 | 64903 | 2.9% | |
| 70000 | 62078 | 2.7% | |
| 80000 | 59833 | 2.6% | |
| 40000 | 59684 | 2.6% | |
| 75000 | 58459 | 2.6% | |
| 45000 | 54534 | 2.4% | |
| 55000 | 51583 | 2.3% | |
| 100000 | 46977 | 2.1% | |
| Other values (89358) | 1639069 | 72.5% |
| Value | Count | Frequency (%) | |
| 0 | 1667 | 0.1% | |
| 0.36 | 1 | < 0.1% | |
| 1 | 42 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 110000000 | 1 | < 0.1% | |
| 61000000 | 1 | < 0.1% | |
| 10999200 | 1 | < 0.1% | |
| 9930475 | 1 | < 0.1% | |
| 9757200 | 1 | < 0.1% |
verification_status
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| Source Verified | |
|---|---|
| Not Verified | |
| Verified |
| Value | Count | Frequency (%) | |
| Source Verified | 886231 | 39.2% | |
| Not Verified | 744806 | 32.9% | |
| Verified | 629631 | 27.9% | |
| (Missing) | 33 | < 0.1% |
| Distinct count | 139 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| Mar-2016 | 61992 |
|---|---|
| Oct-2015 | 48631 |
| May-2018 | 46311 |
| Oct-2018 | 46305 |
| Aug-2018 | 46079 |
| Other values (134) |
| Value | Count | Frequency (%) | |
| Mar-2016 | 61992 | 2.7% | |
| Oct-2015 | 48631 | 2.2% | |
| May-2018 | 46311 | 2.0% | |
| Oct-2018 | 46305 | 2.0% | |
| Aug-2018 | 46079 | 2.0% | |
| Jul-2015 | 45962 | 2.0% | |
| Dec-2015 | 44343 | 2.0% | |
| Aug-2017 | 43573 | 1.9% | |
| Jul-2018 | 43089 | 1.9% | |
| Apr-2018 | 42928 | 1.9% | |
| Other values (129) | 1791455 | 79.2% |
loan_status
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| Fully Paid | |
|---|---|
| Current | |
| Charged Off | |
| Late (31-120 days) | 21467 |
| In Grace Period | 8436 |
| Other values (4) | 7138 |
| Value | Count | Frequency (%) | |
| Fully Paid | 1076751 | 47.6% | |
| Current | 878317 | 38.9% | |
| Charged Off | 268559 | 11.9% | |
| Late (31-120 days) | 21467 | 0.9% | |
| In Grace Period | 8436 | 0.4% | |
| Late (16-30 days) | 4349 | 0.2% | |
| Does not meet the credit policy. Status:Fully Paid | 1988 | 0.1% | |
| Does not meet the credit policy. Status:Charged Off | 761 | < 0.1% | |
| Default | 40 | < 0.1% | |
| (Missing) | 33 | < 0.1% |
pymnt_plan
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| n | |
|---|---|
| y | 620 |
| (Missing) | 33 |
| Value | Count | Frequency (%) | |
| n | 2260048 | > 99.9% | |
| y | 620 | < 0.1% | |
| (Missing) | 33 | < 0.1% |
url
URL
| Distinct count | 2260668 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| https://lendingclub.com/browse/loanDetail.action?loan_id=41120479 | 1 |
|---|---|
| https://lendingclub.com/browse/loanDetail.action?loan_id=109800184 | 1 |
| https://lendingclub.com/browse/loanDetail.action?loan_id=113993186 | 1 |
| https://lendingclub.com/browse/loanDetail.action?loan_id=132660157 | 1 |
| https://lendingclub.com/browse/loanDetail.action?loan_id=131351332 | 1 |
| Other values (2260663) | |
| (Missing) | 33 |
| Value | Count | Frequency (%) | |
| https://lendingclub.com/browse/loanDetail.action?loan_id=41120479 | 1 | < 0.1% | |
| https://lendingclub.com/browse/loanDetail.action?loan_id=109800184 | 1 | < 0.1% | |
| https://lendingclub.com/browse/loanDetail.action?loan_id=113993186 | 1 | < 0.1% | |
| https://lendingclub.com/browse/loanDetail.action?loan_id=132660157 | 1 | < 0.1% | |
| https://lendingclub.com/browse/loanDetail.action?loan_id=131351332 | 1 | < 0.1% | |
| https://lendingclub.com/browse/loanDetail.action?loan_id=60306071 | 1 | < 0.1% | |
| https://lendingclub.com/browse/loanDetail.action?loan_id=73914843 | 1 | < 0.1% | |
| https://lendingclub.com/browse/loanDetail.action?loan_id=84080681 | 1 | < 0.1% | |
| https://lendingclub.com/browse/loanDetail.action?loan_id=124931866 | 1 | < 0.1% | |
| https://lendingclub.com/browse/loanDetail.action?loan_id=143457729 | 1 | < 0.1% | |
| Other values (2260658) | 2260658 | > 99.9% | |
| (Missing) | 33 | < 0.1% |
| Value | Count | Frequency (%) | |
| https | 2260668 | > 99.9% | |
| (Missing) | 33 | < 0.1% |
| Value | Count | Frequency (%) | |
| lendingclub.com | 2260668 | > 99.9% | |
| (Missing) | 33 | < 0.1% |
| Value | Count | Frequency (%) | |
| /browse/loanDetail.action | 2260668 | > 99.9% | |
| (Missing) | 33 | < 0.1% |
| Value | Count | Frequency (%) | |
| loan_id=94341855 | 1 | < 0.1% | |
| loan_id=130789955 | 1 | < 0.1% | |
| loan_id=85701657 | 1 | < 0.1% | |
| loan_id=874557 | 1 | < 0.1% | |
| loan_id=11716032 | 1 | < 0.1% | |
| loan_id=132918010 | 1 | < 0.1% | |
| loan_id=74816440 | 1 | < 0.1% | |
| loan_id=67818343 | 1 | < 0.1% | |
| loan_id=17212696 | 1 | < 0.1% | |
| loan_id=70091510 | 1 | < 0.1% | |
| Other values (2260658) | 2260658 | > 99.9% | |
| (Missing) | 33 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2260668 | > 99.9% | ||
| (Missing) | 33 | < 0.1% |
| Distinct count | 124501 |
|---|---|
| Unique (%) | 98.8% |
| Missing | 2134634 |
| Missing (%) | 94.4% |
| Memory size | 17.2 MiB |
| 252 | |
| Debt Consolidation | 13 |
| Borrower added on 03/17/14 > Debt consolidation<br> | 11 |
| Borrower added on 03/10/14 > Debt consolidation<br> | 10 |
| Borrower added on 02/19/14 > Debt consolidation<br> | 9 |
| Other values (124496) |
| Value | Count | Frequency (%) | |
| 252 | < 0.1% | ||
| Debt Consolidation | 13 | < 0.1% | |
| Borrower added on 03/17/14 > Debt consolidation<br> | 11 | < 0.1% | |
| Borrower added on 03/10/14 > Debt consolidation<br> | 10 | < 0.1% | |
| Borrower added on 02/19/14 > Debt consolidation<br> | 9 | < 0.1% | |
| Borrower added on 01/29/14 > Debt consolidation<br> | 8 | < 0.1% | |
| Camping Membership | 8 | < 0.1% | |
| Borrower added on 01/22/14 > Debt consolidation<br> | 7 | < 0.1% | |
| Borrower added on 01/15/14 > Debt consolidation<br> | 7 | < 0.1% | |
| Borrower added on 03/03/14 > Debt consolidation<br> | 6 | < 0.1% | |
| Other values (124491) | 125736 | 5.6% | |
| (Missing) | 2134634 | 94.4% |
purpose
Categorical
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| debt_consolidation | |
|---|---|
| credit_card | |
| home_improvement | 150457 |
| other | 139440 |
| major_purchase | 50445 |
| Other values (9) | 125478 |
| Value | Count | Frequency (%) | |
| debt_consolidation | 1277877 | 56.5% | |
| credit_card | 516971 | 22.9% | |
| home_improvement | 150457 | 6.7% | |
| other | 139440 | 6.2% | |
| major_purchase | 50445 | 2.2% | |
| medical | 27488 | 1.2% | |
| small_business | 24689 | 1.1% | |
| car | 24013 | 1.1% | |
| vacation | 15525 | 0.7% | |
| moving | 15403 | 0.7% | |
| Other values (4) | 18360 | 0.8% |
| Distinct count | 63155 |
|---|---|
| Unique (%) | 2.8% |
| Missing | 23358 |
| Missing (%) | 1.0% |
| Memory size | 17.2 MiB |
| Debt consolidation | |
|---|---|
| Credit card refinancing | |
| Home improvement | 137437 |
| Other | 127714 |
| Major purchase | 44840 |
| Other values (63150) |
| Value | Count | Frequency (%) | |
| Debt consolidation | 1153293 | 51.0% | |
| Credit card refinancing | 469691 | 20.8% | |
| Home improvement | 137437 | 6.1% | |
| Other | 127714 | 5.6% | |
| Major purchase | 44840 | 2.0% | |
| Medical expenses | 25388 | 1.1% | |
| Business | 20804 | 0.9% | |
| Car financing | 20526 | 0.9% | |
| Debt Consolidation | 15763 | 0.7% | |
| Vacation | 14443 | 0.6% | |
| Other values (63145) | 207444 | 9.2% | |
| (Missing) | 23358 | 1.0% |
| Distinct count | 956 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 34 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| 112xx | 23908 |
|---|---|
| 945xx | 23782 |
| 750xx | 23649 |
| 606xx | 21192 |
| 300xx | 20497 |
| Other values (951) |
| Value | Count | Frequency (%) | |
| 112xx | 23908 | 1.1% | |
| 945xx | 23782 | 1.1% | |
| 750xx | 23649 | 1.0% | |
| 606xx | 21192 | 0.9% | |
| 300xx | 20497 | 0.9% | |
| 331xx | 19051 | 0.8% | |
| 070xx | 18316 | 0.8% | |
| 770xx | 17719 | 0.8% | |
| 891xx | 17162 | 0.8% | |
| 100xx | 17103 | 0.8% | |
| Other values (946) | 2058288 | 91.0% |
| Distinct count | 51 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| CA | |
|---|---|
| NY | 186389 |
| TX | 186335 |
| FL | 161991 |
| IL | 91173 |
| Other values (46) |
| Value | Count | Frequency (%) | |
| CA | 314533 | 13.9% | |
| NY | 186389 | 8.2% | |
| TX | 186335 | 8.2% | |
| FL | 161991 | 7.2% | |
| IL | 91173 | 4.0% | |
| NJ | 83132 | 3.7% | |
| PA | 76939 | 3.4% | |
| OH | 75132 | 3.3% | |
| GA | 74196 | 3.3% | |
| VA | 62954 | 2.8% | |
| Other values (41) | 947894 | 41.9% |
| Distinct count | 10845 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 1744 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.82419644 |
|---|---|
| Minimum | -1 |
| Maximum | 999 |
| Zeros | 1732 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 4.94 |
| Q1 | 11.89 |
| median | 17.84 |
| Q3 | 24.49 |
| 95-th percentile | 33.88 |
| Maximum | 999 |
| Range | 1000 |
| Interquartile range (IQR) | 12.6 |
Descriptive statistics
| Standard deviation | 14.18332854 |
|---|---|
| Coefficient of variation (CV) | 0.7534626294 |
| Kurtosis | 1755.261278 |
| Mean | 18.82419644 |
| Median Absolute Deviation (MAD) | 7.567932162 |
| Skewness | 29.20185447 |
| Sum | 42523050.31 |
| Variance | 201.1668086 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1732 | 0.1% | |
| 18 | 1584 | 0.1% | |
| 14.4 | 1577 | 0.1% | |
| 16.8 | 1576 | 0.1% | |
| 19.2 | 1566 | 0.1% | |
| 15.6 | 1506 | 0.1% | |
| 13.2 | 1496 | 0.1% | |
| 12 | 1486 | 0.1% | |
| 20.4 | 1424 | 0.1% | |
| 21.6 | 1391 | 0.1% | |
| Other values (10835) | 2243619 | 99.2% | |
| (Missing) | 1744 | 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 2 | < 0.1% | |
| 0 | 1732 | 0.1% | |
| 0.01 | 22 | < 0.1% | |
| 0.02 | 35 | < 0.1% | |
| 0.03 | 19 | < 0.1% |
| Value | Count | Frequency (%) | |
| 999 | 135 | < 0.1% | |
| 995.6 | 1 | < 0.1% | |
| 995.17 | 1 | < 0.1% | |
| 994.4 | 1 | < 0.1% | |
| 991.57 | 1 | < 0.1% |
| Distinct count | 37 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 62 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3068791612 |
|---|---|
| Minimum | 0 |
| Maximum | 58 |
| Zeros | 1839108 |
| Zeros (%) | 81.4% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 58 |
| Range | 58 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8672303329 |
|---|---|
| Coefficient of variation (CV) | 2.825966839 |
| Kurtosis | 73.35208962 |
| Mean | 0.3068791612 |
| Median Absolute Deviation (MAD) | 0.4993136191 |
| Skewness | 5.929811375 |
| Sum | 693743 |
| Variance | 0.7520884503 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1839108 | 81.4% | |
| 1 | 281353 | 12.4% | |
| 2 | 81289 | 3.6% | |
| 3 | 29542 | 1.3% | |
| 4 | 13179 | 0.6% | |
| 5 | 6599 | 0.3% | |
| 6 | 3717 | 0.2% | |
| 7 | 2062 | 0.1% | |
| 8 | 1223 | 0.1% | |
| 9 | 818 | < 0.1% | |
| Other values (27) | 1749 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1839108 | 81.4% | |
| 1 | 281353 | 12.4% | |
| 2 | 81289 | 3.6% | |
| 3 | 29542 | 1.3% | |
| 4 | 13179 | 0.6% |
| Value | Count | Frequency (%) | |
| 58 | 1 | < 0.1% | |
| 42 | 1 | < 0.1% | |
| 39 | 1 | < 0.1% | |
| 36 | 1 | < 0.1% | |
| 35 | 1 | < 0.1% |
| Distinct count | 754 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 62 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| Sep-2004 | 15400 |
|---|---|
| Sep-2003 | 15215 |
| Sep-2005 | 14780 |
| Aug-2003 | 14669 |
| Aug-2004 | 14413 |
| Other values (749) |
| Value | Count | Frequency (%) | |
| Sep-2004 | 15400 | 0.7% | |
| Sep-2003 | 15215 | 0.7% | |
| Sep-2005 | 14780 | 0.7% | |
| Aug-2003 | 14669 | 0.6% | |
| Aug-2004 | 14413 | 0.6% | |
| Aug-2001 | 14355 | 0.6% | |
| Aug-2002 | 14322 | 0.6% | |
| Aug-2005 | 14207 | 0.6% | |
| Aug-2006 | 14143 | 0.6% | |
| Oct-2003 | 14108 | 0.6% | |
| Other values (744) | 2115027 | 93.6% |
fico_range_low
Real number (ℝ≥0)
| Distinct count | 48 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 698.5882049 |
|---|---|
| Minimum | 610 |
| Maximum | 845 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 610 |
|---|---|
| 5-th percentile | 660 |
| Q1 | 675 |
| median | 690 |
| Q3 | 715 |
| 95-th percentile | 765 |
| Maximum | 845 |
| Range | 235 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 33.01037645 |
|---|---|
| Coefficient of variation (CV) | 0.04725298283 |
| Kurtosis | 1.315168369 |
| Mean | 698.5882049 |
| Median Absolute Deviation (MAD) | 25.83583873 |
| Skewness | 1.192877206 |
| Sum | 1579276000 |
| Variance | 1089.684954 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 660 | 186580 | 8.3% | |
| 670 | 182119 | 8.1% | |
| 665 | 180759 | 8.0% | |
| 680 | 167199 | 7.4% | |
| 675 | 164016 | 7.3% | |
| 685 | 148009 | 6.5% | |
| 690 | 144690 | 6.4% | |
| 695 | 130941 | 5.8% | |
| 700 | 124184 | 5.5% | |
| 705 | 113074 | 5.0% | |
| Other values (38) | 719097 | 31.8% |
| Value | Count | Frequency (%) | |
| 610 | 2 | < 0.1% | |
| 615 | 1 | < 0.1% | |
| 620 | 1 | < 0.1% | |
| 625 | 2 | < 0.1% | |
| 630 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 845 | 441 | < 0.1% | |
| 840 | 572 | < 0.1% | |
| 835 | 859 | < 0.1% | |
| 830 | 1439 | 0.1% | |
| 825 | 2189 | 0.1% |
fico_range_high
Real number (ℝ≥0)
| Distinct count | 48 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 702.5884 |
|---|---|
| Minimum | 614 |
| Maximum | 850 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 614 |
|---|---|
| 5-th percentile | 664 |
| Q1 | 679 |
| median | 694 |
| Q3 | 719 |
| 95-th percentile | 769 |
| Maximum | 850 |
| Range | 236 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 33.01124462 |
|---|---|
| Coefficient of variation (CV) | 0.0469851831 |
| Kurtosis | 1.316769731 |
| Mean | 702.5884 |
| Median Absolute Deviation (MAD) | 25.83606391 |
| Skewness | 1.193116484 |
| Sum | 1588319113 |
| Variance | 1089.742271 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 664 | 186580 | 8.3% | |
| 674 | 182119 | 8.1% | |
| 669 | 180759 | 8.0% | |
| 684 | 167199 | 7.4% | |
| 679 | 164016 | 7.3% | |
| 689 | 148009 | 6.5% | |
| 694 | 144690 | 6.4% | |
| 699 | 130941 | 5.8% | |
| 704 | 124184 | 5.5% | |
| 709 | 113074 | 5.0% | |
| Other values (38) | 719097 | 31.8% |
| Value | Count | Frequency (%) | |
| 614 | 2 | < 0.1% | |
| 619 | 1 | < 0.1% | |
| 624 | 1 | < 0.1% | |
| 629 | 2 | < 0.1% | |
| 634 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 850 | 441 | < 0.1% | |
| 844 | 572 | < 0.1% | |
| 839 | 859 | < 0.1% | |
| 834 | 1439 | 0.1% | |
| 829 | 2189 | 0.1% |
| Distinct count | 28 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 63 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5768353889 |
|---|---|
| Minimum | 0 |
| Maximum | 33 |
| Zeros | 1381722 |
| Zeros (%) | 61.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8859631583 |
|---|---|
| Coefficient of variation (CV) | 1.53590292 |
| Kurtosis | 9.57608952 |
| Mean | 0.5768353889 |
| Median Absolute Deviation (MAD) | 0.7051338138 |
| Skewness | 2.066186683 |
| Sum | 1304016 |
| Variance | 0.784930718 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1381722 | 61.1% | |
| 1 | 584390 | 25.8% | |
| 2 | 200212 | 8.9% | |
| 3 | 69009 | 3.1% | |
| 4 | 17380 | 0.8% | |
| 5 | 6232 | 0.3% | |
| 6 | 1231 | 0.1% | |
| 7 | 195 | < 0.1% | |
| 8 | 122 | < 0.1% | |
| 9 | 50 | < 0.1% | |
| Other values (18) | 95 | < 0.1% | |
| (Missing) | 63 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1381722 | 61.1% | |
| 1 | 584390 | 25.8% | |
| 2 | 200212 | 8.9% | |
| 3 | 69009 | 3.1% | |
| 4 | 17380 | 0.8% |
| Value | Count | Frequency (%) | |
| 33 | 1 | < 0.1% | |
| 32 | 1 | < 0.1% | |
| 31 | 1 | < 0.1% | |
| 28 | 1 | < 0.1% | |
| 27 | 1 | < 0.1% |
| Distinct count | 173 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1158535 |
| Missing (%) | 51.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.5409158 |
|---|---|
| Minimum | 0 |
| Maximum | 226 |
| Zeros | 2637 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 16 |
| median | 31 |
| Q3 | 50 |
| 95-th percentile | 74 |
| Maximum | 226 |
| Range | 226 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 21.9004709 |
|---|---|
| Coefficient of variation (CV) | 0.6340443035 |
| Kurtosis | -0.6936426553 |
| Mean | 34.5409158 |
| Median Absolute Deviation (MAD) | 18.44887326 |
| Skewness | 0.4597452469 |
| Sum | 38069823 |
| Variance | 479.6306255 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 12 | 20967 | 0.9% | |
| 13 | 20629 | 0.9% | |
| 6 | 20615 | 0.9% | |
| 9 | 20345 | 0.9% | |
| 7 | 20139 | 0.9% | |
| 14 | 19913 | 0.9% | |
| 8 | 19575 | 0.9% | |
| 15 | 19555 | 0.9% | |
| 10 | 19371 | 0.9% | |
| 18 | 19042 | 0.8% | |
| Other values (163) | 902015 | 39.9% | |
| (Missing) | 1158535 | 51.2% |
| Value | Count | Frequency (%) | |
| 0 | 2637 | 0.1% | |
| 1 | 7100 | 0.3% | |
| 2 | 9853 | 0.4% | |
| 3 | 13089 | 0.6% | |
| 4 | 15506 | 0.7% |
| Value | Count | Frequency (%) | |
| 226 | 1 | < 0.1% | |
| 202 | 1 | < 0.1% | |
| 195 | 1 | < 0.1% | |
| 192 | 1 | < 0.1% | |
| 188 | 2 | < 0.1% |
| Distinct count | 129 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1901545 |
| Missing (%) | 84.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.31284177 |
|---|---|
| Minimum | 0 |
| Maximum | 129 |
| Zeros | 1296 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 55 |
| median | 74 |
| Q3 | 92 |
| 95-th percentile | 113 |
| Maximum | 129 |
| Range | 129 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 26.46409448 |
|---|---|
| Coefficient of variation (CV) | 0.3659667333 |
| Kurtosis | -0.4147973573 |
| Mean | 72.31284177 |
| Median Absolute Deviation (MAD) | 21.5457485 |
| Skewness | -0.3692538065 |
| Sum | 25971591 |
| Variance | 700.3482964 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 79 | 5448 | 0.2% | |
| 80 | 5434 | 0.2% | |
| 82 | 5405 | 0.2% | |
| 77 | 5356 | 0.2% | |
| 76 | 5326 | 0.2% | |
| 81 | 5278 | 0.2% | |
| 78 | 5263 | 0.2% | |
| 75 | 5262 | 0.2% | |
| 72 | 5176 | 0.2% | |
| 71 | 5164 | 0.2% | |
| Other values (119) | 306044 | 13.5% | |
| (Missing) | 1901545 | 84.1% |
| Value | Count | Frequency (%) | |
| 0 | 1296 | 0.1% | |
| 1 | 162 | < 0.1% | |
| 2 | 180 | < 0.1% | |
| 3 | 316 | < 0.1% | |
| 4 | 385 | < 0.1% |
| Value | Count | Frequency (%) | |
| 129 | 1 | < 0.1% | |
| 127 | 1 | < 0.1% | |
| 126 | 4 | < 0.1% | |
| 125 | 3 | < 0.1% | |
| 124 | 13 | < 0.1% |
open_acc
Real number (ℝ≥0)
| Distinct count | 91 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 62 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.61240207 |
|---|---|
| Minimum | 0 |
| Maximum | 101 |
| Zeros | 56 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 22 |
| Maximum | 101 |
| Range | 101 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.640861338 |
|---|---|
| Coefficient of variation (CV) | 0.4857618006 |
| Kurtosis | 3.446376782 |
| Mean | 11.61240207 |
| Median Absolute Deviation (MAD) | 4.295898599 |
| Skewness | 1.315544951 |
| Sum | 26251449 |
| Variance | 31.81931664 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 9 | 195762 | 8.7% | |
| 10 | 189737 | 8.4% | |
| 8 | 188717 | 8.3% | |
| 11 | 175101 | 7.7% | |
| 7 | 172834 | 7.6% | |
| 12 | 157331 | 7.0% | |
| 6 | 145444 | 6.4% | |
| 13 | 137502 | 6.1% | |
| 14 | 118314 | 5.2% | |
| 5 | 108565 | 4.8% | |
| Other values (81) | 671332 | 29.7% |
| Value | Count | Frequency (%) | |
| 0 | 56 | < 0.1% | |
| 1 | 1644 | 0.1% | |
| 2 | 10860 | 0.5% | |
| 3 | 32428 | 1.4% | |
| 4 | 67827 | 3.0% |
| Value | Count | Frequency (%) | |
| 101 | 1 | < 0.1% | |
| 97 | 1 | < 0.1% | |
| 94 | 1 | < 0.1% | |
| 93 | 1 | < 0.1% | |
| 91 | 1 | < 0.1% |
| Distinct count | 43 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 62 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1975277787 |
|---|---|
| Minimum | 0 |
| Maximum | 86 |
| Zeros | 1902758 |
| Zeros (%) | 84.2% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 86 |
| Range | 86 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5705150143 |
|---|---|
| Coefficient of variation (CV) | 2.888277376 |
| Kurtosis | 704.1159105 |
| Mean | 0.1975277787 |
| Median Absolute Deviation (MAD) | 0.3325144449 |
| Skewness | 11.37680843 |
| Sum | 446539 |
| Variance | 0.3254873815 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1902758 | 84.2% | |
| 1 | 305390 | 13.5% | |
| 2 | 34154 | 1.5% | |
| 3 | 10567 | 0.5% | |
| 4 | 3872 | 0.2% | |
| 5 | 1843 | 0.1% | |
| 6 | 933 | < 0.1% | |
| 7 | 427 | < 0.1% | |
| 8 | 243 | < 0.1% | |
| 9 | 143 | < 0.1% | |
| Other values (33) | 309 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1902758 | 84.2% | |
| 1 | 305390 | 13.5% | |
| 2 | 34154 | 1.5% | |
| 3 | 10567 | 0.5% | |
| 4 | 3872 | 0.2% |
| Value | Count | Frequency (%) | |
| 86 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 61 | 2 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 52 | 1 | < 0.1% |
revol_bal
Real number (ℝ≥0)
| Distinct count | 102251 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16658.45808 |
|---|---|
| Minimum | 0 |
| Maximum | 2904836 |
| Zeros | 12562 |
| Zeros (%) | 0.6% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1572 |
| Q1 | 5950 |
| median | 11324 |
| Q3 | 20246 |
| 95-th percentile | 45164 |
| Maximum | 2904836 |
| Range | 2904836 |
| Interquartile range (IQR) | 14296 |
Descriptive statistics
| Standard deviation | 22948.30503 |
|---|---|
| Coefficient of variation (CV) | 1.377576779 |
| Kurtosis | 643.1980554 |
| Mean | 16658.45808 |
| Median Absolute Deviation (MAD) | 11741.45075 |
| Skewness | 13.23198843 |
| Sum | 3.765924311e+10 |
| Variance | 526624703.6 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 12562 | 0.6% | |
| 8 | 216 | < 0.1% | |
| 10 | 170 | < 0.1% | |
| 2 | 169 | < 0.1% | |
| 5235 | 160 | < 0.1% | |
| 5 | 160 | < 0.1% | |
| 5849 | 158 | < 0.1% | |
| 6312 | 158 | < 0.1% | |
| 5265 | 156 | < 0.1% | |
| 6118 | 156 | < 0.1% | |
| Other values (102241) | 2246603 | 99.4% |
| Value | Count | Frequency (%) | |
| 0 | 12562 | 0.6% | |
| 1 | 123 | < 0.1% | |
| 2 | 169 | < 0.1% | |
| 3 | 151 | < 0.1% | |
| 4 | 153 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2904836 | 1 | < 0.1% | |
| 2568995 | 1 | < 0.1% | |
| 2560703 | 1 | < 0.1% | |
| 2559552 | 1 | < 0.1% | |
| 2358150 | 1 | < 0.1% |
revol_util
Real number (ℝ≥0)
| Distinct count | 1430 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 1835 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.33769625 |
|---|---|
| Minimum | 0 |
| Maximum | 892.3 |
| Zeros | 13069 |
| Zeros (%) | 0.6% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.4 |
| Q1 | 31.5 |
| median | 50.3 |
| Q3 | 69.4 |
| 95-th percentile | 91 |
| Maximum | 892.3 |
| Range | 892.3 |
| Interquartile range (IQR) | 37.9 |
Descriptive statistics
| Standard deviation | 24.71307332 |
|---|---|
| Coefficient of variation (CV) | 0.4909456563 |
| Kurtosis | -0.2226717499 |
| Mean | 50.33769625 |
| Median Absolute Deviation (MAD) | 20.64678604 |
| Skewness | 0.01255594308 |
| Sum | 113706110.6 |
| Variance | 610.735993 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 13069 | 0.6% | |
| 57 | 4324 | 0.2% | |
| 48 | 4283 | 0.2% | |
| 59 | 4272 | 0.2% | |
| 61 | 4223 | 0.2% | |
| 54 | 4190 | 0.2% | |
| 58 | 4188 | 0.2% | |
| 53 | 4185 | 0.2% | |
| 55 | 4181 | 0.2% | |
| 51 | 4175 | 0.2% | |
| Other values (1420) | 2207776 | 97.7% |
| Value | Count | Frequency (%) | |
| 0 | 13069 | 0.6% | |
| 0.01 | 1 | < 0.1% | |
| 0.03 | 1 | < 0.1% | |
| 0.04 | 1 | < 0.1% | |
| 0.05 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 892.3 | 1 | < 0.1% | |
| 366.6 | 1 | < 0.1% | |
| 193 | 1 | < 0.1% | |
| 191 | 1 | < 0.1% | |
| 184.6 | 1 | < 0.1% |
total_acc
Real number (ℝ≥0)
| Distinct count | 152 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 62 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.16255227 |
|---|---|
| Minimum | 1 |
| Maximum | 176 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 15 |
| median | 22 |
| Q3 | 31 |
| 95-th percentile | 46 |
| Maximum | 176 |
| Range | 175 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.98752832 |
|---|---|
| Coefficient of variation (CV) | 0.4961201194 |
| Kurtosis | 1.848815197 |
| Mean | 24.16255227 |
| Median Absolute Deviation (MAD) | 9.352229206 |
| Skewness | 1.007455501 |
| Sum | 54622808 |
| Variance | 143.7008352 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 20 | 82570 | 3.7% | |
| 19 | 82012 | 3.6% | |
| 18 | 81931 | 3.6% | |
| 17 | 81378 | 3.6% | |
| 21 | 81170 | 3.6% | |
| 16 | 79655 | 3.5% | |
| 22 | 79438 | 3.5% | |
| 23 | 77691 | 3.4% | |
| 15 | 77146 | 3.4% | |
| 24 | 75330 | 3.3% | |
| Other values (142) | 1462318 | 64.7% |
| Value | Count | Frequency (%) | |
| 1 | 21 | < 0.1% | |
| 2 | 1333 | 0.1% | |
| 3 | 4244 | 0.2% | |
| 4 | 10456 | 0.5% | |
| 5 | 16398 | 0.7% |
| Value | Count | Frequency (%) | |
| 176 | 1 | < 0.1% | |
| 173 | 1 | < 0.1% | |
| 169 | 1 | < 0.1% | |
| 165 | 1 | < 0.1% | |
| 162 | 1 | < 0.1% |
initial_list_status
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| w | |
|---|---|
| f |
| Value | Count | Frequency (%) | |
| w | 1535467 | 67.9% | |
| f | 725201 | 32.1% | |
| (Missing) | 33 | < 0.1% |
| Distinct count | 356141 |
|---|---|
| Unique (%) | 15.8% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4206.891439 |
|---|---|
| Minimum | 0 |
| Maximum | 40000 |
| Zeros | 1352764 |
| Zeros (%) | 59.8% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 6149.94 |
| 95-th percentile | 21077.135 |
| Maximum | 40000 |
| Range | 40000 |
| Interquartile range (IQR) | 6149.94 |
Descriptive statistics
| Standard deviation | 7343.238522 |
|---|---|
| Coefficient of variation (CV) | 1.745526032 |
| Kurtosis | 4.027761014 |
| Mean | 4206.891439 |
| Median Absolute Deviation (MAD) | 5449.464357 |
| Skewness | 2.072895804 |
| Sum | 9510384856 |
| Variance | 53923151.99 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1352764 | 59.8% | |
| 8717.99 | 323 | < 0.1% | |
| 8457.66 | 311 | < 0.1% | |
| 8757.61 | 258 | < 0.1% | |
| 33830.65 | 249 | < 0.1% | |
| 8196.01 | 244 | < 0.1% | |
| 9238.49 | 242 | < 0.1% | |
| 8747.25 | 241 | < 0.1% | |
| 7688.11 | 234 | < 0.1% | |
| 8503.85 | 228 | < 0.1% | |
| Other values (356131) | 905574 | 40.1% |
| Value | Count | Frequency (%) | |
| 0 | 1352764 | 59.8% | |
| 0.01 | 6 | < 0.1% | |
| 0.02 | 4 | < 0.1% | |
| 0.03 | 2 | < 0.1% | |
| 0.04 | 7 | < 0.1% |
| Value | Count | Frequency (%) | |
| 40000 | 3 | < 0.1% | |
| 39595.02 | 1 | < 0.1% | |
| 39541.82 | 1 | < 0.1% | |
| 39507.58 | 1 | < 0.1% | |
| 39501.1 | 1 | < 0.1% |
| Distinct count | 368481 |
|---|---|
| Unique (%) | 16.3% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4205.965357 |
|---|---|
| Minimum | 0 |
| Maximum | 40000 |
| Zeros | 1352764 |
| Zeros (%) | 59.8% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 6146.31 |
| 95-th percentile | 21076 |
| Maximum | 40000 |
| Range | 40000 |
| Interquartile range (IQR) | 6146.31 |
Descriptive statistics
| Standard deviation | 7342.332972 |
|---|---|
| Coefficient of variation (CV) | 1.745695066 |
| Kurtosis | 4.02985103 |
| Mean | 4205.965357 |
| Median Absolute Deviation (MAD) | 5448.42638 |
| Skewness | 2.073302878 |
| Sum | 9508291291 |
| Variance | 53909853.48 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1352764 | 59.8% | |
| 8717.99 | 316 | < 0.1% | |
| 8457.66 | 310 | < 0.1% | |
| 8757.61 | 254 | < 0.1% | |
| 8196.01 | 242 | < 0.1% | |
| 9238.49 | 240 | < 0.1% | |
| 8747.25 | 237 | < 0.1% | |
| 33830.65 | 237 | < 0.1% | |
| 7688.11 | 233 | < 0.1% | |
| 8503.85 | 227 | < 0.1% | |
| Other values (368471) | 905608 | 40.1% |
| Value | Count | Frequency (%) | |
| 0 | 1352764 | 59.8% | |
| 0.01 | 6 | < 0.1% | |
| 0.02 | 4 | < 0.1% | |
| 0.03 | 2 | < 0.1% | |
| 0.04 | 7 | < 0.1% |
| Value | Count | Frequency (%) | |
| 40000 | 3 | < 0.1% | |
| 39595.02 | 1 | < 0.1% | |
| 39541.82 | 1 | < 0.1% | |
| 39507.58 | 1 | < 0.1% | |
| 39501.1 | 1 | < 0.1% |
total_pymnt
Real number (ℝ≥0)
| Distinct count | 1633857 |
|---|---|
| Unique (%) | 72.3% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12082.55683 |
|---|---|
| Minimum | 0 |
| Maximum | 63296.87792 |
| Zeros | 949 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1362.37 |
| Q1 | 4546.4575 |
| median | 9329.72 |
| Q3 | 16940.86937 |
| 95-th percentile | 32824.63251 |
| Maximum | 63296.87792 |
| Range | 63296.87792 |
| Interquartile range (IQR) | 12394.41187 |
Descriptive statistics
| Standard deviation | 9901.383185 |
|---|---|
| Coefficient of variation (CV) | 0.8194774769 |
| Kurtosis | 1.354744602 |
| Mean | 12082.55683 |
| Median Absolute Deviation (MAD) | 7742.558979 |
| Skewness | 1.269316227 |
| Sum | 2.731464958e+10 |
| Variance | 98037388.98 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 949 | < 0.1% | |
| 10838.35484 | 202 | < 0.1% | |
| 11258.43637 | 190 | < 0.1% | |
| 16257.52756 | 180 | < 0.1% | |
| 2129.65 | 177 | < 0.1% | |
| 1520.21 | 176 | < 0.1% | |
| 13510.12859 | 166 | < 0.1% | |
| 1572.8 | 154 | < 0.1% | |
| 13006.0278 | 150 | < 0.1% | |
| 2164.17 | 147 | < 0.1% | |
| Other values (1633847) | 2258177 | 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 949 | < 0.1% | |
| 0.75 | 1 | < 0.1% | |
| 0.8 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 16.58 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 63296.87792 | 1 | < 0.1% | |
| 62948.99096 | 1 | < 0.1% | |
| 62884.79738 | 1 | < 0.1% | |
| 62862.50673 | 1 | < 0.1% | |
| 62837.63969 | 1 | < 0.1% |
total_pymnt_inv
Real number (ℝ≥0)
| Distinct count | 1311099 |
|---|---|
| Unique (%) | 58.0% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12064.39465 |
|---|---|
| Minimum | 0 |
| Maximum | 63296.88 |
| Zeros | 1227 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1352.57 |
| Q1 | 4531.8 |
| median | 9309.675 |
| Q3 | 16916.705 |
| 95-th percentile | 32803.403 |
| Maximum | 63296.88 |
| Range | 63296.88 |
| Interquartile range (IQR) | 12384.905 |
Descriptive statistics
| Standard deviation | 9896.991745 |
|---|---|
| Coefficient of variation (CV) | 0.8203471478 |
| Kurtosis | 1.356326811 |
| Mean | 12064.39465 |
| Median Absolute Deviation (MAD) | 7738.491747 |
| Skewness | 1.270054921 |
| Sum | 2.727359093e+10 |
| Variance | 97950445.6 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1227 | 0.1% | |
| 11431.12 | 266 | < 0.1% | |
| 11784.23 | 265 | < 0.1% | |
| 11258.44 | 262 | < 0.1% | |
| 10838.35 | 248 | < 0.1% | |
| 11471.31 | 218 | < 0.1% | |
| 13510.13 | 215 | < 0.1% | |
| 10956.78 | 213 | < 0.1% | |
| 12128.02 | 211 | < 0.1% | |
| 16257.53 | 211 | < 0.1% | |
| Other values (1311089) | 2257332 | 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1227 | 0.1% | |
| 0.51 | 1 | < 0.1% | |
| 0.54 | 1 | < 0.1% | |
| 0.75 | 1 | < 0.1% | |
| 0.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 63296.88 | 1 | < 0.1% | |
| 62904.03 | 1 | < 0.1% | |
| 62862.51 | 1 | < 0.1% | |
| 62839.88 | 1 | < 0.1% | |
| 62837.64 | 1 | < 0.1% |
total_rec_prncp
Real number (ℝ≥0)
| Distinct count | 486463 |
|---|---|
| Unique (%) | 21.5% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9505.771588 |
|---|---|
| Minimum | 0 |
| Maximum | 40000 |
| Zeros | 2576 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 829.55 |
| Q1 | 3000 |
| median | 7000 |
| Q3 | 13899.1 |
| 95-th percentile | 27575 |
| Maximum | 40000 |
| Range | 40000 |
| Interquartile range (IQR) | 10899.1 |
Descriptive statistics
| Standard deviation | 8321.852079 |
|---|---|
| Coefficient of variation (CV) | 0.8754525608 |
| Kurtosis | 1.117038198 |
| Mean | 9505.771588 |
| Median Absolute Deviation (MAD) | 6542.111611 |
| Skewness | 1.256020411 |
| Sum | 2.148939364e+10 |
| Variance | 69253222.03 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 10000 | 81386 | 3.6% | |
| 12000 | 59540 | 2.6% | |
| 15000 | 56526 | 2.5% | |
| 20000 | 55609 | 2.5% | |
| 5000 | 41118 | 1.8% | |
| 8000 | 39897 | 1.8% | |
| 35000 | 38665 | 1.7% | |
| 6000 | 38419 | 1.7% | |
| 16000 | 28831 | 1.3% | |
| 25000 | 27008 | 1.2% | |
| Other values (486453) | 1793669 | 79.3% |
| Value | Count | Frequency (%) | |
| 0 | 2576 | 0.1% | |
| 0.01 | 1 | < 0.1% | |
| 2.13 | 1 | < 0.1% | |
| 5.03 | 1 | < 0.1% | |
| 5.62 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 40000 | 5396 | 0.2% | |
| 39999.53 | 1 | < 0.1% | |
| 39999.42 | 1 | < 0.1% | |
| 39995.76 | 1 | < 0.1% | |
| 39989.79 | 1 | < 0.1% |
total_rec_int
Real number (ℝ≥0)
| Distinct count | 635921 |
|---|---|
| Unique (%) | 28.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2431.387654 |
|---|---|
| Minimum | 0 |
| Maximum | 28192.5 |
| Zeros | 2656 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 201.82 |
| Q1 | 728.1875 |
| median | 1525.94 |
| Q3 | 3108.0625 |
| 95-th percentile | 7821.4065 |
| Maximum | 28192.5 |
| Range | 28192.5 |
| Interquartile range (IQR) | 2379.875 |
Descriptive statistics
| Standard deviation | 2679.73784 |
|---|---|
| Coefficient of variation (CV) | 1.102143393 |
| Kurtosis | 9.162197563 |
| Mean | 2431.387654 |
| Median Absolute Deviation (MAD) | 1851.230537 |
| Skewness | 2.552499573 |
| Sum | 5496560266 |
| Variance | 7180994.889 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2656 | 0.1% | |
| 1431.12 | 315 | < 0.1% | |
| 1784.23 | 309 | < 0.1% | |
| 1258.44 | 272 | < 0.1% | |
| 838.35 | 251 | < 0.1% | |
| 1955.4 | 245 | < 0.1% | |
| 956.78 | 245 | < 0.1% | |
| 1471.31 | 240 | < 0.1% | |
| 1977.77 | 230 | < 0.1% | |
| 2128.02 | 228 | < 0.1% | |
| Other values (635911) | 2255677 | 99.8% |
| Value | Count | Frequency (%) | |
| 0 | 2656 | 0.1% | |
| 0.01 | 28 | < 0.1% | |
| 0.06 | 1 | < 0.1% | |
| 0.07 | 2 | < 0.1% | |
| 0.12 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 28192.5 | 1 | < 0.1% | |
| 27948.99 | 1 | < 0.1% | |
| 27922.66 | 1 | < 0.1% | |
| 27884.8 | 1 | < 0.1% | |
| 27876.77 | 1 | < 0.1% |
| Distinct count | 18375 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.518453038 |
|---|---|
| Minimum | -9.5e-09 |
| Maximum | 1484.34 |
| Zeros | 2173513 |
| Zeros (%) | 96.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | -9.5e-09 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1484.34 |
| Range | 1484.34 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.84159167 |
|---|---|
| Coefficient of variation (CV) | 7.798457627 |
| Kurtosis | 957.5469612 |
| Mean | 1.518453038 |
| Median Absolute Deviation (MAD) | 2.920006532 |
| Skewness | 21.90352305 |
| Sum | 3432718.192 |
| Variance | 140.2232934 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2173513 | 96.1% | |
| 15 | 18145 | 0.8% | |
| 30 | 3738 | 0.2% | |
| 45 | 1296 | 0.1% | |
| 60 | 536 | < 0.1% | |
| 75 | 253 | < 0.1% | |
| 90 | 137 | < 0.1% | |
| 16.61 | 133 | < 0.1% | |
| 16.37 | 118 | < 0.1% | |
| 15.94 | 111 | < 0.1% | |
| Other values (18365) | 62688 | 2.8% |
| Value | Count | Frequency (%) | |
| -9.5e-09 | 1 | < 0.1% | |
| -5.1e-09 | 1 | < 0.1% | |
| -3.9e-09 | 1 | < 0.1% | |
| -2e-09 | 1 | < 0.1% | |
| -1.8e-09 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1484.34 | 1 | < 0.1% | |
| 1188.83 | 1 | < 0.1% | |
| 1098.360001 | 1 | < 0.1% | |
| 1007.36 | 1 | < 0.1% | |
| 983.43 | 1 | < 0.1% |
| Distinct count | 132777 |
|---|---|
| Unique (%) | 5.9% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 143.8791352 |
|---|---|
| Minimum | 0 |
| Maximum | 39859.55 |
| Zeros | 2075236 |
| Zeros (%) | 91.8% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 892.543 |
| Maximum | 39859.55 |
| Range | 39859.55 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 748.1640051 |
|---|---|
| Coefficient of variation (CV) | 5.199947887 |
| Kurtosis | 196.8034342 |
| Mean | 143.8791352 |
| Median Absolute Deviation (MAD) | 265.5961348 |
| Skewness | 10.60601568 |
| Sum | 325262956.9 |
| Variance | 559749.3786 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2075236 | 91.8% | |
| 50 | 779 | < 0.1% | |
| 100 | 638 | < 0.1% | |
| 150 | 594 | < 0.1% | |
| 200 | 563 | < 0.1% | |
| 300 | 415 | < 0.1% | |
| 75 | 322 | < 0.1% | |
| 250 | 289 | < 0.1% | |
| 25 | 246 | < 0.1% | |
| 125 | 236 | < 0.1% | |
| Other values (132767) | 181350 | 8.0% |
| Value | Count | Frequency (%) | |
| 0 | 2075236 | 91.8% | |
| 0.01 | 15 | < 0.1% | |
| 0.02 | 16 | < 0.1% | |
| 0.03 | 25 | < 0.1% | |
| 0.04 | 39 | < 0.1% |
| Value | Count | Frequency (%) | |
| 39859.55 | 1 | < 0.1% | |
| 39444.37 | 1 | < 0.1% | |
| 37153.46 | 1 | < 0.1% | |
| 36578.54 | 1 | < 0.1% | |
| 35581.88 | 1 | < 0.1% |
| Distinct count | 146222 |
|---|---|
| Unique (%) | 6.5% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.98256586 |
|---|---|
| Minimum | 0 |
| Maximum | 7174.719 |
| Zeros | 2083655 |
| Zeros (%) | 92.2% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 134.153685 |
| Maximum | 7174.719 |
| Range | 7174.719 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 131.225587 |
|---|---|
| Coefficient of variation (CV) | 5.471707562 |
| Kurtosis | 224.48381 |
| Mean | 23.98256586 |
| Median Absolute Deviation (MAD) | 44.4211016 |
| Skewness | 11.34307972 |
| Sum | 54216619.2 |
| Variance | 17220.15467 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2083655 | 92.2% | |
| 9 | 637 | < 0.1% | |
| 18 | 486 | < 0.1% | |
| 27 | 455 | < 0.1% | |
| 36 | 428 | < 0.1% | |
| 54 | 318 | < 0.1% | |
| 13.5 | 236 | < 0.1% | |
| 45 | 234 | < 0.1% | |
| 4.5 | 174 | < 0.1% | |
| 22.5 | 171 | < 0.1% | |
| Other values (146212) | 173874 | 7.7% |
| Value | Count | Frequency (%) | |
| 0 | 2083655 | 92.2% | |
| 0.0018 | 1 | < 0.1% | |
| 0.018 | 1 | < 0.1% | |
| 0.036 | 1 | < 0.1% | |
| 0.0378 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7174.719 | 1 | < 0.1% | |
| 7002.19 | 1 | < 0.1% | |
| 6972.59 | 1 | < 0.1% | |
| 6687.6228 | 1 | < 0.1% | |
| 6584.1372 | 1 | < 0.1% |
| Distinct count | 136 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2460 |
| Missing (%) | 0.1% |
| Memory size | 17.2 MiB |
| Mar-2019 | |
|---|---|
| Feb-2019 | 97074 |
| Aug-2018 | 39615 |
| Jan-2019 | 38483 |
| Mar-2018 | 38269 |
| Other values (131) |
| Value | Count | Frequency (%) | |
| Mar-2019 | 853003 | 37.7% | |
| Feb-2019 | 97074 | 4.3% | |
| Aug-2018 | 39615 | 1.8% | |
| Jan-2019 | 38483 | 1.7% | |
| Mar-2018 | 38269 | 1.7% | |
| Oct-2018 | 37133 | 1.6% | |
| Jul-2018 | 36498 | 1.6% | |
| Nov-2018 | 35296 | 1.6% | |
| Jun-2018 | 35168 | 1.6% | |
| May-2018 | 33456 | 1.5% | |
| Other values (126) | 1014246 | 44.9% |
last_pymnt_amnt
Real number (ℝ≥0)
| Distinct count | 704467 |
|---|---|
| Unique (%) | 31.2% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3429.345942 |
|---|---|
| Minimum | 0 |
| Maximum | 42192.05 |
| Zeros | 2893 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 100.54 |
| Q1 | 310.33 |
| median | 600.57 |
| Q3 | 3743.75 |
| 95-th percentile | 16926.714 |
| Maximum | 42192.05 |
| Range | 42192.05 |
| Interquartile range (IQR) | 3433.42 |
Descriptive statistics
| Standard deviation | 6018.247582 |
|---|---|
| Coefficient of variation (CV) | 1.754925774 |
| Kurtosis | 7.082541403 |
| Mean | 3429.345942 |
| Median Absolute Deviation (MAD) | 4171.947604 |
| Skewness | 2.567204711 |
| Sum | 7752612632 |
| Variance | 36219303.96 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 50 | 3414 | 0.2% | |
| 0 | 2893 | 0.1% | |
| 100 | 2082 | 0.1% | |
| 332.1 | 1809 | 0.1% | |
| 301.15 | 1790 | 0.1% | |
| 361.38 | 1709 | 0.1% | |
| 309.74 | 1524 | 0.1% | |
| 320.05 | 1453 | 0.1% | |
| 324.65 | 1451 | 0.1% | |
| 304.72 | 1387 | 0.1% | |
| Other values (704457) | 2241156 | 99.1% |
| Value | Count | Frequency (%) | |
| 0 | 2893 | 0.1% | |
| 0.01 | 296 | < 0.1% | |
| 0.02 | 97 | < 0.1% | |
| 0.03 | 83 | < 0.1% | |
| 0.04 | 79 | < 0.1% |
| Value | Count | Frequency (%) | |
| 42192.05 | 1 | < 0.1% | |
| 42148.53 | 1 | < 0.1% | |
| 42005.2 | 1 | < 0.1% | |
| 41453.07 | 1 | < 0.1% | |
| 41434 | 1 | < 0.1% |
| Distinct count | 106 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1345343 |
| Missing (%) | 59.5% |
| Memory size | 17.2 MiB |
| Apr-2019 | |
|---|---|
| Mar-2019 | 277 |
| Mar-2011 | 107 |
| May-2019 | 105 |
| Apr-2011 | 101 |
| Other values (101) | 2547 |
| Value | Count | Frequency (%) | |
| Apr-2019 | 912221 | 40.4% | |
| Mar-2019 | 277 | < 0.1% | |
| Mar-2011 | 107 | < 0.1% | |
| May-2019 | 105 | < 0.1% | |
| Apr-2011 | 101 | < 0.1% | |
| Feb-2011 | 91 | < 0.1% | |
| Jan-2011 | 79 | < 0.1% | |
| May-2011 | 77 | < 0.1% | |
| Dec-2010 | 71 | < 0.1% | |
| Jun-2011 | 66 | < 0.1% | |
| Other values (96) | 2163 | 0.1% | |
| (Missing) | 1345343 | 59.5% |
| Distinct count | 141 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 105 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| Mar-2019 | |
|---|---|
| Feb-2019 | 76956 |
| Jan-2019 | 63283 |
| Jul-2018 | 54113 |
| Oct-2016 | 50983 |
| Other values (136) |
| Value | Count | Frequency (%) | |
| Mar-2019 | 1371381 | 60.7% | |
| Feb-2019 | 76956 | 3.4% | |
| Jan-2019 | 63283 | 2.8% | |
| Jul-2018 | 54113 | 2.4% | |
| Oct-2016 | 50983 | 2.3% | |
| Oct-2018 | 47357 | 2.1% | |
| Dec-2018 | 45199 | 2.0% | |
| Aug-2018 | 43656 | 1.9% | |
| Nov-2018 | 43632 | 1.9% | |
| Sep-2018 | 33614 | 1.5% | |
| Other values (131) | 430422 | 19.0% |
last_fico_range_high
Real number (ℝ≥0)
| Distinct count | 72 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 687.6609953 |
|---|---|
| Minimum | 0 |
| Maximum | 850 |
| Zeros | 235 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 539 |
| Q1 | 654 |
| median | 699 |
| Q3 | 734 |
| 95-th percentile | 794 |
| Maximum | 850 |
| Range | 850 |
| Interquartile range (IQR) | 80 |
Descriptive statistics
| Standard deviation | 72.97043535 |
|---|---|
| Coefficient of variation (CV) | 0.1061139658 |
| Kurtosis | 0.9163633575 |
| Mean | 687.6609953 |
| Median Absolute Deviation (MAD) | 55.86904715 |
| Skewness | -0.7567365639 |
| Sum | 1554573207 |
| Variance | 5324.684435 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 694 | 83697 | 3.7% | |
| 699 | 82915 | 3.7% | |
| 709 | 82358 | 3.6% | |
| 704 | 82319 | 3.6% | |
| 714 | 79410 | 3.5% | |
| 684 | 77821 | 3.4% | |
| 719 | 77448 | 3.4% | |
| 689 | 76599 | 3.4% | |
| 724 | 75229 | 3.3% | |
| 679 | 68535 | 3.0% | |
| Other values (62) | 1474337 | 65.2% |
| Value | Count | Frequency (%) | |
| 0 | 235 | < 0.1% | |
| 499 | 37091 | 1.6% | |
| 504 | 8133 | 0.4% | |
| 509 | 8836 | 0.4% | |
| 514 | 10139 | 0.4% |
| Value | Count | Frequency (%) | |
| 850 | 380 | < 0.1% | |
| 844 | 874 | < 0.1% | |
| 839 | 1708 | 0.1% | |
| 834 | 3459 | 0.2% | |
| 829 | 5614 | 0.2% |
| Distinct count | 71 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 675.5397298 |
|---|---|
| Minimum | 0 |
| Maximum | 845 |
| Zeros | 37326 |
| Zeros (%) | 1.7% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 535 |
| Q1 | 650 |
| median | 695 |
| Q3 | 730 |
| 95-th percentile | 790 |
| Maximum | 845 |
| Range | 845 |
| Interquartile range (IQR) | 80 |
Descriptive statistics
| Standard deviation | 111.0976261 |
|---|---|
| Coefficient of variation (CV) | 0.1644575755 |
| Kurtosis | 19.99158902 |
| Mean | 675.5397298 |
| Median Absolute Deviation (MAD) | 65.64674938 |
| Skewness | -3.737285082 |
| Sum | 1527171050 |
| Variance | 12342.68254 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 690 | 83697 | 3.7% | |
| 695 | 82915 | 3.7% | |
| 705 | 82358 | 3.6% | |
| 700 | 82319 | 3.6% | |
| 710 | 79410 | 3.5% | |
| 680 | 77821 | 3.4% | |
| 715 | 77448 | 3.4% | |
| 685 | 76599 | 3.4% | |
| 720 | 75229 | 3.3% | |
| 675 | 68535 | 3.0% | |
| Other values (61) | 1474337 | 65.2% |
| Value | Count | Frequency (%) | |
| 0 | 37326 | 1.7% | |
| 500 | 8133 | 0.4% | |
| 505 | 8836 | 0.4% | |
| 510 | 10139 | 0.4% | |
| 515 | 10295 | 0.5% |
| Value | Count | Frequency (%) | |
| 845 | 380 | < 0.1% | |
| 840 | 874 | < 0.1% | |
| 835 | 1708 | 0.1% | |
| 830 | 3459 | 0.2% | |
| 825 | 5614 | 0.2% |
| Distinct count | 16 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 178 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01814580077 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros | 2223085 |
| Zeros (%) | 98.3% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1508131422 |
|---|---|
| Coefficient of variation (CV) | 8.311186928 |
| Kurtosis | 607.1260844 |
| Mean | 0.01814580077 |
| Median Absolute Deviation (MAD) | 0.03569055259 |
| Skewness | 14.03257434 |
| Sum | 41019 |
| Variance | 0.02274460386 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2223085 | 98.3% | |
| 1 | 34684 | 1.5% | |
| 2 | 2313 | 0.1% | |
| 3 | 271 | < 0.1% | |
| 4 | 93 | < 0.1% | |
| 5 | 36 | < 0.1% | |
| 6 | 17 | < 0.1% | |
| 7 | 7 | < 0.1% | |
| 8 | 4 | < 0.1% | |
| 9 | 4 | < 0.1% | |
| Other values (6) | 9 | < 0.1% | |
| (Missing) | 178 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 2223085 | 98.3% | |
| 1 | 34684 | 1.5% | |
| 2 | 2313 | 0.1% | |
| 3 | 271 | < 0.1% | |
| 4 | 93 | < 0.1% |
| Value | Count | Frequency (%) | |
| 20 | 2 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 12 | 2 | < 0.1% | |
| 11 | 1 | < 0.1% |
| Distinct count | 183 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1679926 |
| Missing (%) | 74.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.16422022 |
|---|---|
| Minimum | 0 |
| Maximum | 226 |
| Zeros | 375 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 27 |
| median | 44 |
| Q3 | 62 |
| 95-th percentile | 77 |
| Maximum | 226 |
| Range | 226 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 21.53312059 |
|---|---|
| Coefficient of variation (CV) | 0.4875693601 |
| Kurtosis | -0.5492963164 |
| Mean | 44.16422022 |
| Median Absolute Deviation (MAD) | 18.09903539 |
| Skewness | 0.09211592216 |
| Sum | 25649475 |
| Variance | 463.6752825 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 45 | 9181 | 0.4% | |
| 43 | 9126 | 0.4% | |
| 42 | 9096 | 0.4% | |
| 44 | 9082 | 0.4% | |
| 46 | 9042 | 0.4% | |
| 48 | 8978 | 0.4% | |
| 40 | 8962 | 0.4% | |
| 41 | 8881 | 0.4% | |
| 47 | 8866 | 0.4% | |
| 38 | 8864 | 0.4% | |
| Other values (173) | 490697 | 21.7% | |
| (Missing) | 1679926 | 74.3% |
| Value | Count | Frequency (%) | |
| 0 | 375 | < 0.1% | |
| 1 | 1338 | 0.1% | |
| 2 | 1575 | 0.1% | |
| 3 | 1968 | 0.1% | |
| 4 | 2632 | 0.1% |
| Value | Count | Frequency (%) | |
| 226 | 1 | < 0.1% | |
| 202 | 1 | < 0.1% | |
| 197 | 1 | < 0.1% | |
| 195 | 1 | < 0.1% | |
| 192 | 1 | < 0.1% |
policy_code
Boolean
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| 1 | |
|---|---|
| (Missing) | 33 |
| Value | Count | Frequency (%) | |
| 1 | 2260668 | > 99.9% | |
| (Missing) | 33 | < 0.1% |
application_type
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| Individual | |
|---|---|
| Joint App | 120710 |
| Value | Count | Frequency (%) | |
| Individual | 2139958 | 94.7% | |
| Joint App | 120710 | 5.3% | |
| (Missing) | 33 | < 0.1% |
| Distinct count | 17633 |
|---|---|
| Unique (%) | 14.6% |
| Missing | 2139991 |
| Missing (%) | 94.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 123624.6367 |
|---|---|
| Minimum | 5693.51 |
| Maximum | 7874821 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 5693.51 |
|---|---|
| 5-th percentile | 53310.093 |
| Q1 | 83400 |
| median | 110000 |
| Q3 | 147995 |
| 95-th percentile | 230975 |
| Maximum | 7874821 |
| Range | 7869127.49 |
| Interquartile range (IQR) | 64595 |
Descriptive statistics
| Standard deviation | 74161.34633 |
|---|---|
| Coefficient of variation (CV) | 0.5998913186 |
| Kurtosis | 1741.838783 |
| Mean | 123624.6367 |
| Median Absolute Deviation (MAD) | 44028.76448 |
| Skewness | 21.7445355 |
| Sum | 1.49227299e+10 |
| Variance | 5499905289 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 100000 | 2150 | 0.1% | |
| 120000 | 2057 | 0.1% | |
| 110000 | 2053 | 0.1% | |
| 90000 | 1874 | 0.1% | |
| 130000 | 1788 | 0.1% | |
| 80000 | 1650 | 0.1% | |
| 105000 | 1550 | 0.1% | |
| 140000 | 1529 | 0.1% | |
| 115000 | 1460 | 0.1% | |
| 150000 | 1460 | 0.1% | |
| Other values (17623) | 103139 | 4.6% | |
| (Missing) | 2139991 | 94.7% |
| Value | Count | Frequency (%) | |
| 5693.51 | 1 | < 0.1% | |
| 9000 | 1 | < 0.1% | |
| 11000 | 1 | < 0.1% | |
| 12500 | 1 | < 0.1% | |
| 13464 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7874821 | 1 | < 0.1% | |
| 6282000 | 1 | < 0.1% | |
| 5653500 | 1 | < 0.1% | |
| 4200000 | 1 | < 0.1% | |
| 2000000 | 1 | < 0.1% |
| Distinct count | 4018 |
|---|---|
| Unique (%) | 3.3% |
| Missing | 2139995 |
| Missing (%) | 94.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.25181706 |
|---|---|
| Minimum | 0 |
| Maximum | 69.49 |
| Zeros | 18 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.99 |
| Q1 | 13.53 |
| median | 18.84 |
| Q3 | 24.62 |
| 95-th percentile | 33.0275 |
| Maximum | 69.49 |
| Range | 69.49 |
| Interquartile range (IQR) | 11.09 |
Descriptive statistics
| Standard deviation | 7.82208598 |
|---|---|
| Coefficient of variation (CV) | 0.4063037767 |
| Kurtosis | -0.3840496448 |
| Mean | 19.25181706 |
| Median Absolute Deviation (MAD) | 6.366041599 |
| Skewness | 0.2205511496 |
| Sum | 2323809.83 |
| Variance | 61.18502907 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 17.32 | 80 | < 0.1% | |
| 18.1 | 77 | < 0.1% | |
| 19.89 | 77 | < 0.1% | |
| 22.39 | 77 | < 0.1% | |
| 13.98 | 76 | < 0.1% | |
| 18.96 | 76 | < 0.1% | |
| 17.96 | 76 | < 0.1% | |
| 20.45 | 75 | < 0.1% | |
| 16.97 | 75 | < 0.1% | |
| 17.02 | 75 | < 0.1% | |
| Other values (4008) | 119942 | 5.3% | |
| (Missing) | 2139995 | 94.7% |
| Value | Count | Frequency (%) | |
| 0 | 18 | < 0.1% | |
| 0.03 | 1 | < 0.1% | |
| 0.11 | 1 | < 0.1% | |
| 0.12 | 1 | < 0.1% | |
| 0.13 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 69.49 | 1 | < 0.1% | |
| 63.66 | 1 | < 0.1% | |
| 61.9 | 1 | < 0.1% | |
| 61.28 | 1 | < 0.1% | |
| 55.52 | 1 | < 0.1% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2144971 |
| Missing (%) | 94.9% |
| Memory size | 17.2 MiB |
| Not Verified | |
|---|---|
| Source Verified | |
| Verified |
| Value | Count | Frequency (%) | |
| Not Verified | 57403 | 2.5% | |
| Source Verified | 34827 | 1.5% | |
| Verified | 23500 | 1.0% | |
| (Missing) | 2144971 | 94.9% |
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 62 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004147942241 |
|---|---|
| Minimum | 0 |
| Maximum | 14 |
| Zeros | 2251857 |
| Zeros (%) | 99.6% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.06961656266 |
|---|---|
| Coefficient of variation (CV) | 16.78339731 |
| Kurtosis | 1256.702032 |
| Mean | 0.004147942241 |
| Median Absolute Deviation (MAD) | 0.008263657109 |
| Skewness | 22.90797767 |
| Sum | 9377 |
| Variance | 0.004846465797 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2251857 | 99.6% | |
| 1 | 8293 | 0.4% | |
| 2 | 421 | < 0.1% | |
| 3 | 50 | < 0.1% | |
| 4 | 11 | < 0.1% | |
| 5 | 3 | < 0.1% | |
| 6 | 2 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| (Missing) | 62 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 2251857 | 99.6% | |
| 1 | 8293 | 0.4% | |
| 2 | 421 | < 0.1% | |
| 3 | 50 | < 0.1% | |
| 4 | 11 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 6 | 2 | < 0.1% | |
| 5 | 3 | < 0.1% | |
| 4 | 11 | < 0.1% |
| Distinct count | 15574 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 232.7317389 |
|---|---|
| Minimum | 0 |
| Maximum | 9152545 |
| Zeros | 1856129 |
| Zeros (%) | 82.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 786 |
| Maximum | 9152545 |
| Range | 9152545 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8518.461819 |
|---|---|
| Coefficient of variation (CV) | 36.60206322 |
| Kurtosis | 803765.2461 |
| Mean | 232.7317389 |
| Median Absolute Deviation (MAD) | 406.9449345 |
| Skewness | 852.0101323 |
| Sum | 509773739 |
| Variance | 72564191.77 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1856129 | 82.1% | |
| 50 | 3924 | 0.2% | |
| 100 | 3250 | 0.1% | |
| 75 | 2489 | 0.1% | |
| 200 | 1911 | 0.1% | |
| 150 | 1904 | 0.1% | |
| 60 | 1791 | 0.1% | |
| 70 | 1457 | 0.1% | |
| 80 | 1411 | 0.1% | |
| 55 | 1247 | 0.1% | |
| Other values (15564) | 314879 | 13.9% | |
| (Missing) | 70309 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 1856129 | 82.1% | |
| 2 | 5 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9152545 | 1 | < 0.1% | |
| 6214661 | 1 | < 0.1% | |
| 5252395 | 1 | < 0.1% | |
| 932461 | 1 | < 0.1% | |
| 848438 | 1 | < 0.1% |
| Distinct count | 487688 |
|---|---|
| Unique (%) | 22.3% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 142492.1952 |
|---|---|
| Minimum | 0 |
| Maximum | 9971659 |
| Zeros | 959 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8195.55 |
| Q1 | 29092 |
| median | 79240 |
| Q3 | 213204 |
| 95-th percentile | 441856.45 |
| Maximum | 9971659 |
| Range | 9971659 |
| Interquartile range (IQR) | 184112 |
Descriptive statistics
| Standard deviation | 160692.6406 |
|---|---|
| Coefficient of variation (CV) | 1.12772942 |
| Kurtosis | 33.33453308 |
| Mean | 142492.1952 |
| Median Absolute Deviation (MAD) | 118534.8842 |
| Skewness | 2.974725283 |
| Sum | 3.121137644e+11 |
| Variance | 2.582212475e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 959 | < 0.1% | |
| 14186 | 41 | < 0.1% | |
| 20275 | 39 | < 0.1% | |
| 23772 | 39 | < 0.1% | |
| 23442 | 38 | < 0.1% | |
| 19923 | 38 | < 0.1% | |
| 22831 | 38 | < 0.1% | |
| 25197 | 38 | < 0.1% | |
| 20317 | 38 | < 0.1% | |
| 23607 | 38 | < 0.1% | |
| Other values (487678) | 2189086 | 96.8% | |
| (Missing) | 70309 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 959 | < 0.1% | |
| 1 | 13 | < 0.1% | |
| 2 | 15 | < 0.1% | |
| 3 | 19 | < 0.1% | |
| 4 | 12 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9971659 | 1 | < 0.1% | |
| 8524709 | 1 | < 0.1% | |
| 8000078 | 1 | < 0.1% | |
| 5752177 | 1 | < 0.1% | |
| 5445012 | 1 | < 0.1% |
| Distinct count | 19 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 866163 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.934419858 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros | 627966 |
| Zeros (%) | 27.8% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.140699932 |
|---|---|
| Coefficient of variation (CV) | 1.220757374 |
| Kurtosis | 4.480970574 |
| Mean | 0.934419858 |
| Median Absolute Deviation (MAD) | 0.8415459465 |
| Skewness | 1.681378599 |
| Sum | 1303084 |
| Variance | 1.301196335 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 627966 | 27.8% | |
| 1 | 434092 | 19.2% | |
| 2 | 204167 | 9.0% | |
| 3 | 81147 | 3.6% | |
| 4 | 29906 | 1.3% | |
| 5 | 10643 | 0.5% | |
| 6 | 3956 | 0.2% | |
| 7 | 1556 | 0.1% | |
| 8 | 625 | < 0.1% | |
| 9 | 259 | < 0.1% | |
| Other values (9) | 221 | < 0.1% | |
| (Missing) | 866163 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 627966 | 27.8% | |
| 1 | 434092 | 19.2% | |
| 2 | 204167 | 9.0% | |
| 3 | 81147 | 3.6% | |
| 4 | 29906 | 1.3% |
| Value | Count | Frequency (%) | |
| 18 | 1 | < 0.1% | |
| 17 | 1 | < 0.1% | |
| 16 | 2 | < 0.1% | |
| 15 | 2 | < 0.1% | |
| 14 | 9 | < 0.1% |
| Distinct count | 54 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 866162 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.779406671 |
|---|---|
| Minimum | 0 |
| Maximum | 57 |
| Zeros | 165848 |
| Zeros (%) | 7.3% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 57 |
| Range | 57 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.000784358 |
|---|---|
| Coefficient of variation (CV) | 1.079649261 |
| Kurtosis | 13.71859618 |
| Mean | 2.779406671 |
| Median Absolute Deviation (MAD) | 1.94380229 |
| Skewness | 2.976152472 |
| Sum | 3875991 |
| Variance | 9.004706761 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 356302 | 15.8% | |
| 2 | 334086 | 14.8% | |
| 3 | 209677 | 9.3% | |
| 0 | 165848 | 7.3% | |
| 4 | 112592 | 5.0% | |
| 5 | 62357 | 2.8% | |
| 6 | 37624 | 1.7% | |
| 7 | 25961 | 1.1% | |
| 8 | 19050 | 0.8% | |
| 9 | 14849 | 0.7% | |
| Other values (44) | 56193 | 2.5% | |
| (Missing) | 866162 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 165848 | 7.3% | |
| 1 | 356302 | 15.8% | |
| 2 | 334086 | 14.8% | |
| 3 | 209677 | 9.3% | |
| 4 | 112592 | 5.0% |
| Value | Count | Frequency (%) | |
| 57 | 1 | < 0.1% | |
| 56 | 1 | < 0.1% | |
| 55 | 1 | < 0.1% | |
| 53 | 1 | < 0.1% | |
| 49 | 2 | < 0.1% |
| Distinct count | 19 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 866162 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6764314229 |
|---|---|
| Minimum | 0 |
| Maximum | 25 |
| Zeros | 760254 |
| Zeros (%) | 33.6% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.925635427 |
|---|---|
| Coefficient of variation (CV) | 1.368409858 |
| Kurtosis | 5.428570249 |
| Mean | 0.6764314229 |
| Median Absolute Deviation (MAD) | 0.737533615 |
| Skewness | 1.791122671 |
| Sum | 943310 |
| Variance | 0.8568009438 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 760254 | 33.6% | |
| 1 | 418123 | 18.5% | |
| 2 | 152164 | 6.7% | |
| 3 | 44170 | 2.0% | |
| 4 | 13608 | 0.6% | |
| 5 | 4309 | 0.2% | |
| 6 | 1484 | 0.1% | |
| 7 | 219 | < 0.1% | |
| 8 | 97 | < 0.1% | |
| 9 | 49 | < 0.1% | |
| Other values (9) | 62 | < 0.1% | |
| (Missing) | 866162 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 760254 | 33.6% | |
| 1 | 418123 | 18.5% | |
| 2 | 152164 | 6.7% | |
| 3 | 44170 | 2.0% | |
| 4 | 13608 | 0.6% |
| Value | Count | Frequency (%) | |
| 25 | 1 | < 0.1% | |
| 21 | 1 | < 0.1% | |
| 20 | 2 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% |
| Distinct count | 31 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 866162 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.562751562 |
|---|---|
| Minimum | 0 |
| Maximum | 51 |
| Zeros | 377489 |
| Zeros (%) | 16.7% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.578672095 |
|---|---|
| Coefficient of variation (CV) | 1.010187501 |
| Kurtosis | 6.489226867 |
| Mean | 1.562751562 |
| Median Absolute Deviation (MAD) | 1.201007432 |
| Skewness | 1.760411311 |
| Sum | 2179318 |
| Variance | 2.492205585 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 439811 | 19.5% | |
| 0 | 377489 | 16.7% | |
| 2 | 284333 | 12.6% | |
| 3 | 148127 | 6.6% | |
| 4 | 72627 | 3.2% | |
| 5 | 36227 | 1.6% | |
| 6 | 17577 | 0.8% | |
| 7 | 8851 | 0.4% | |
| 8 | 4506 | 0.2% | |
| 9 | 2262 | 0.1% | |
| Other values (21) | 2729 | 0.1% | |
| (Missing) | 866162 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 377489 | 16.7% | |
| 1 | 439811 | 19.5% | |
| 2 | 284333 | 12.6% | |
| 3 | 148127 | 6.6% | |
| 4 | 72627 | 3.2% |
| Value | Count | Frequency (%) | |
| 51 | 1 | < 0.1% | |
| 39 | 1 | < 0.1% | |
| 31 | 1 | < 0.1% | |
| 30 | 1 | < 0.1% | |
| 28 | 1 | < 0.1% |
| Distinct count | 405 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 909957 |
| Missing (%) | 40.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.22235672 |
|---|---|
| Minimum | 0 |
| Maximum | 511 |
| Zeros | 653 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 13 |
| Q3 | 24 |
| 95-th percentile | 72 |
| Maximum | 511 |
| Range | 511 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 26.0491867 |
|---|---|
| Coefficient of variation (CV) | 1.227440809 |
| Kurtosis | 17.41971902 |
| Mean | 21.22235672 |
| Median Absolute Deviation (MAD) | 16.04888928 |
| Skewness | 3.432616292 |
| Sum | 28665971 |
| Variance | 678.5601279 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 7 | 61397 | 2.7% | |
| 4 | 60564 | 2.7% | |
| 3 | 58975 | 2.6% | |
| 6 | 57977 | 2.6% | |
| 8 | 57851 | 2.6% | |
| 5 | 57489 | 2.5% | |
| 9 | 53488 | 2.4% | |
| 13 | 51374 | 2.3% | |
| 10 | 51180 | 2.3% | |
| 2 | 50555 | 2.2% | |
| Other values (395) | 789894 | 34.9% | |
| (Missing) | 909957 | 40.3% |
| Value | Count | Frequency (%) | |
| 0 | 653 | < 0.1% | |
| 1 | 27716 | 1.2% | |
| 2 | 50555 | 2.2% | |
| 3 | 58975 | 2.6% | |
| 4 | 60564 | 2.7% |
| Value | Count | Frequency (%) | |
| 511 | 1 | < 0.1% | |
| 507 | 1 | < 0.1% | |
| 505 | 1 | < 0.1% | |
| 503 | 1 | < 0.1% | |
| 488 | 1 | < 0.1% |
| Distinct count | 162249 |
|---|---|
| Unique (%) | 11.6% |
| Missing | 866162 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35506.64527 |
|---|---|
| Minimum | 0 |
| Maximum | 1837038 |
| Zeros | 158666 |
| Zeros (%) | 7.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8695 |
| median | 23127 |
| Q3 | 46095 |
| 95-th percentile | 113501.1 |
| Maximum | 1837038 |
| Range | 1837038 |
| Interquartile range (IQR) | 37400 |
Descriptive statistics
| Standard deviation | 44097.45592 |
|---|---|
| Coefficient of variation (CV) | 1.241949376 |
| Kurtosis | 32.73888123 |
| Mean | 35506.64527 |
| Median Absolute Deviation (MAD) | 28455.63212 |
| Skewness | 3.821058228 |
| Sum | 4.951540158e+10 |
| Variance | 1944585619 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 158666 | 7.0% | |
| 10000 | 103 | < 0.1% | |
| 15000 | 95 | < 0.1% | |
| 5000 | 86 | < 0.1% | |
| 5500 | 77 | < 0.1% | |
| 9500 | 66 | < 0.1% | |
| 2000 | 65 | < 0.1% | |
| 6000 | 64 | < 0.1% | |
| 20000 | 64 | < 0.1% | |
| 7000 | 64 | < 0.1% | |
| Other values (162239) | 1235189 | 54.6% | |
| (Missing) | 866162 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 158666 | 7.0% | |
| 1 | 58 | < 0.1% | |
| 2 | 12 | < 0.1% | |
| 3 | 12 | < 0.1% | |
| 4 | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1837038 | 1 | < 0.1% | |
| 1754743 | 1 | < 0.1% | |
| 1711009 | 1 | < 0.1% | |
| 1547285 | 1 | < 0.1% | |
| 1466398 | 1 | < 0.1% |
| Distinct count | 280 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1068883 |
| Missing (%) | 47.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.14097958 |
|---|---|
| Minimum | 0 |
| Maximum | 1000 |
| Zeros | 6629 |
| Zeros (%) | 0.3% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 55 |
| median | 72 |
| Q3 | 86 |
| 95-th percentile | 101 |
| Maximum | 1000 |
| Range | 1000 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 23.74838634 |
|---|---|
| Coefficient of variation (CV) | 0.3434777246 |
| Kurtosis | 7.081786181 |
| Mean | 69.14097958 |
| Median Absolute Deviation (MAD) | 18.58783069 |
| Skewness | -0.1724200621 |
| Sum | 82403464 |
| Variance | 563.9858538 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 78 | 22659 | 1.0% | |
| 75 | 22425 | 1.0% | |
| 81 | 22330 | 1.0% | |
| 83 | 22286 | 1.0% | |
| 72 | 22023 | 1.0% | |
| 77 | 21852 | 1.0% | |
| 80 | 21737 | 1.0% | |
| 82 | 21553 | 1.0% | |
| 74 | 21496 | 1.0% | |
| 79 | 21478 | 1.0% | |
| Other values (270) | 971979 | 43.0% | |
| (Missing) | 1068883 | 47.3% |
| Value | Count | Frequency (%) | |
| 0 | 6629 | 0.3% | |
| 1 | 439 | < 0.1% | |
| 2 | 886 | < 0.1% | |
| 3 | 1761 | 0.1% | |
| 4 | 1112 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1000 | 3 | < 0.1% | |
| 558 | 1 | < 0.1% | |
| 464 | 1 | < 0.1% | |
| 428 | 1 | < 0.1% | |
| 417 | 1 | < 0.1% |
| Distinct count | 29 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 866162 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.290133155 |
|---|---|
| Minimum | 0 |
| Maximum | 28 |
| Zeros | 513716 |
| Zeros (%) | 22.7% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.506826647 |
|---|---|
| Coefficient of variation (CV) | 1.167962114 |
| Kurtosis | 7.794958019 |
| Mean | 1.290133155 |
| Median Absolute Deviation (MAD) | 1.122732726 |
| Skewness | 2.019059937 |
| Sum | 1799141 |
| Variance | 2.270526544 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 513716 | 22.7% | |
| 1 | 413897 | 18.3% | |
| 2 | 238188 | 10.5% | |
| 3 | 118920 | 5.3% | |
| 4 | 56137 | 2.5% | |
| 5 | 26685 | 1.2% | |
| 6 | 13085 | 0.6% | |
| 7 | 6466 | 0.3% | |
| 8 | 3218 | 0.1% | |
| 9 | 1778 | 0.1% | |
| Other values (19) | 2449 | 0.1% | |
| (Missing) | 866162 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 513716 | 22.7% | |
| 1 | 413897 | 18.3% | |
| 2 | 238188 | 10.5% | |
| 3 | 118920 | 5.3% | |
| 4 | 56137 | 2.5% |
| Value | Count | Frequency (%) | |
| 28 | 2 | < 0.1% | |
| 27 | 1 | < 0.1% | |
| 26 | 5 | < 0.1% | |
| 25 | 1 | < 0.1% | |
| 24 | 2 | < 0.1% |
| Distinct count | 50 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 866162 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.749923093 |
|---|---|
| Minimum | 0 |
| Maximum | 60 |
| Zeros | 223783 |
| Zeros (%) | 9.9% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.596910679 |
|---|---|
| Coefficient of variation (CV) | 0.9443575663 |
| Kurtosis | 8.208281738 |
| Mean | 2.749923093 |
| Median Absolute Deviation (MAD) | 1.91753523 |
| Skewness | 1.977657369 |
| Sum | 3834875 |
| Variance | 6.743945077 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 297887 | 13.2% | |
| 2 | 267192 | 11.8% | |
| 0 | 223783 | 9.9% | |
| 3 | 200886 | 8.9% | |
| 4 | 139066 | 6.2% | |
| 5 | 92969 | 4.1% | |
| 6 | 60078 | 2.7% | |
| 7 | 39084 | 1.7% | |
| 8 | 24997 | 1.1% | |
| 9 | 16162 | 0.7% | |
| Other values (40) | 32435 | 1.4% | |
| (Missing) | 866162 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 223783 | 9.9% | |
| 1 | 297887 | 13.2% | |
| 2 | 267192 | 11.8% | |
| 3 | 200886 | 8.9% | |
| 4 | 139066 | 6.2% |
| Value | Count | Frequency (%) | |
| 60 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 53 | 1 | < 0.1% | |
| 50 | 2 | < 0.1% | |
| 49 | 1 | < 0.1% |
| Distinct count | 33726 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 866162 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5806.392905 |
|---|---|
| Minimum | 0 |
| Maximum | 1170668 |
| Zeros | 35917 |
| Zeros (%) | 1.6% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 340 |
| Q1 | 2284 |
| median | 4413 |
| Q3 | 7598 |
| 95-th percentile | 16311 |
| Maximum | 1170668 |
| Range | 1170668 |
| Interquartile range (IQR) | 5314 |
Descriptive statistics
| Standard deviation | 5690.561012 |
|---|---|
| Coefficient of variation (CV) | 0.9800509723 |
| Kurtosis | 1748.219344 |
| Mean | 5806.392905 |
| Median Absolute Deviation (MAD) | 3780.198342 |
| Skewness | 13.69539884 |
| Sum | 8097241355 |
| Variance | 32382484.63 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 35917 | 1.6% | |
| 8 | 572 | < 0.1% | |
| 3000 | 533 | < 0.1% | |
| 2000 | 504 | < 0.1% | |
| 4000 | 447 | < 0.1% | |
| 5000 | 423 | < 0.1% | |
| 2500 | 383 | < 0.1% | |
| 1900 | 333 | < 0.1% | |
| 1500 | 333 | < 0.1% | |
| 3500 | 330 | < 0.1% | |
| Other values (33716) | 1354764 | 59.9% | |
| (Missing) | 866162 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 35917 | 1.6% | |
| 1 | 165 | < 0.1% | |
| 2 | 218 | < 0.1% | |
| 3 | 234 | < 0.1% | |
| 4 | 217 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1170668 | 1 | < 0.1% | |
| 776843 | 1 | < 0.1% | |
| 571793 | 1 | < 0.1% | |
| 500000 | 1 | < 0.1% | |
| 457521 | 1 | < 0.1% |
| Distinct count | 188 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 866381 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.03229531 |
|---|---|
| Minimum | 0 |
| Maximum | 239 |
| Zeros | 2873 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 43 |
| median | 58 |
| Q3 | 72 |
| 95-th percentile | 90 |
| Maximum | 239 |
| Range | 239 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 20.9047476 |
|---|---|
| Coefficient of variation (CV) | 0.3665422807 |
| Kurtosis | -0.07732273667 |
| Mean | 57.03229531 |
| Median Absolute Deviation (MAD) | 16.77994853 |
| Skewness | -0.1233140004 |
| Sum | 79521270 |
| Variance | 437.0084721 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 59 | 26677 | 1.2% | |
| 60 | 26674 | 1.2% | |
| 61 | 26475 | 1.2% | |
| 62 | 26330 | 1.2% | |
| 63 | 26295 | 1.2% | |
| 58 | 26105 | 1.2% | |
| 64 | 26010 | 1.2% | |
| 57 | 25934 | 1.1% | |
| 65 | 25763 | 1.1% | |
| 55 | 25429 | 1.1% | |
| Other values (178) | 1132628 | 50.1% | |
| (Missing) | 866381 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 2873 | 0.1% | |
| 1 | 1720 | 0.1% | |
| 2 | 1594 | 0.1% | |
| 3 | 1676 | 0.1% | |
| 4 | 1706 | 0.1% |
| Value | Count | Frequency (%) | |
| 239 | 1 | < 0.1% | |
| 211 | 1 | < 0.1% | |
| 210 | 1 | < 0.1% | |
| 204 | 1 | < 0.1% | |
| 198 | 1 | < 0.1% |
| Distinct count | 34220 |
|---|---|
| Unique (%) | 1.6% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34573.94277 |
|---|---|
| Minimum | 0 |
| Maximum | 9999999 |
| Zeros | 1366 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6000 |
| Q1 | 14700 |
| median | 25400 |
| Q3 | 43200 |
| 95-th percentile | 91100 |
| Maximum | 9999999 |
| Range | 9999999 |
| Interquartile range (IQR) | 28500 |
Descriptive statistics
| Standard deviation | 36728.49545 |
|---|---|
| Coefficient of variation (CV) | 1.06231724 |
| Kurtosis | 7520.926598 |
| Mean | 34573.94277 |
| Median Absolute Deviation (MAD) | 21511.705 |
| Skewness | 32.55742738 |
| Sum | 7.573048765e+10 |
| Variance | 1348982378 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 10000 | 7086 | 0.3% | |
| 15000 | 6840 | 0.3% | |
| 13000 | 6720 | 0.3% | |
| 12000 | 6657 | 0.3% | |
| 14000 | 6640 | 0.3% | |
| 11000 | 6624 | 0.3% | |
| 11500 | 6591 | 0.3% | |
| 16000 | 6535 | 0.3% | |
| 17000 | 6526 | 0.3% | |
| 12500 | 6496 | 0.3% | |
| Other values (34210) | 2123677 | 93.9% | |
| (Missing) | 70309 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 1366 | 0.1% | |
| 100 | 28 | < 0.1% | |
| 200 | 71 | < 0.1% | |
| 300 | 354 | < 0.1% | |
| 400 | 113 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999999 | 3 | < 0.1% | |
| 2175000 | 1 | < 0.1% | |
| 2087500 | 1 | < 0.1% | |
| 2059200 | 1 | < 0.1% | |
| 2013133 | 1 | < 0.1% |
| Distinct count | 33 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 866162 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.012866618 |
|---|---|
| Minimum | 0 |
| Maximum | 48 |
| Zeros | 697142 |
| Zeros (%) | 30.8% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.489455668 |
|---|---|
| Coefficient of variation (CV) | 1.470534858 |
| Kurtosis | 13.46503817 |
| Mean | 1.012866618 |
| Median Absolute Deviation (MAD) | 1.019179935 |
| Skewness | 2.665084535 |
| Sum | 1412482 |
| Variance | 2.218478187 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 697142 | 30.8% | |
| 1 | 352169 | 15.6% | |
| 2 | 172982 | 7.7% | |
| 3 | 83887 | 3.7% | |
| 4 | 41460 | 1.8% | |
| 5 | 21374 | 0.9% | |
| 6 | 11043 | 0.5% | |
| 7 | 6059 | 0.3% | |
| 8 | 3423 | 0.2% | |
| 9 | 1946 | 0.1% | |
| Other values (23) | 3054 | 0.1% | |
| (Missing) | 866162 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 697142 | 30.8% | |
| 1 | 352169 | 15.6% | |
| 2 | 172982 | 7.7% | |
| 3 | 83887 | 3.7% | |
| 4 | 41460 | 1.8% |
| Value | Count | Frequency (%) | |
| 48 | 1 | < 0.1% | |
| 38 | 1 | < 0.1% | |
| 32 | 1 | < 0.1% | |
| 31 | 1 | < 0.1% | |
| 29 | 1 | < 0.1% |
| Distinct count | 62 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 866163 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.477304312 |
|---|---|
| Minimum | 0 |
| Maximum | 111 |
| Zeros | 753128 |
| Zeros (%) | 33.3% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 111 |
| Range | 111 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.672991191 |
|---|---|
| Coefficient of variation (CV) | 1.809370737 |
| Kurtosis | 24.10976388 |
| Mean | 1.477304312 |
| Median Absolute Deviation (MAD) | 1.756942021 |
| Skewness | 3.575038998 |
| Sum | 2060157 |
| Variance | 7.144881908 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 753128 | 33.3% | |
| 1 | 235619 | 10.4% | |
| 2 | 129673 | 5.7% | |
| 3 | 82042 | 3.6% | |
| 4 | 55090 | 2.4% | |
| 5 | 38010 | 1.7% | |
| 6 | 27101 | 1.2% | |
| 7 | 19362 | 0.9% | |
| 8 | 13953 | 0.6% | |
| 9 | 10143 | 0.4% | |
| Other values (52) | 30417 | 1.3% | |
| (Missing) | 866163 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 753128 | 33.3% | |
| 1 | 235619 | 10.4% | |
| 2 | 129673 | 5.7% | |
| 3 | 82042 | 3.6% | |
| 4 | 55090 | 2.4% |
| Value | Count | Frequency (%) | |
| 111 | 1 | < 0.1% | |
| 79 | 1 | < 0.1% | |
| 77 | 1 | < 0.1% | |
| 71 | 1 | < 0.1% | |
| 68 | 3 | < 0.1% |
| Distinct count | 48 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 866163 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.036667341 |
|---|---|
| Minimum | 0 |
| Maximum | 67 |
| Zeros | 400090 |
| Zeros (%) | 17.7% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 67 |
| Range | 67 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.383117224 |
|---|---|
| Coefficient of variation (CV) | 1.170106269 |
| Kurtosis | 11.22465969 |
| Mean | 2.036667341 |
| Median Absolute Deviation (MAD) | 1.685648361 |
| Skewness | 2.405157988 |
| Sum | 2840210 |
| Variance | 5.679247702 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 400090 | 17.7% | |
| 1 | 339411 | 15.0% | |
| 2 | 235736 | 10.4% | |
| 3 | 153565 | 6.8% | |
| 4 | 96535 | 4.3% | |
| 5 | 59861 | 2.6% | |
| 6 | 37765 | 1.7% | |
| 7 | 24088 | 1.1% | |
| 8 | 15619 | 0.7% | |
| 9 | 10201 | 0.5% | |
| Other values (38) | 21667 | 1.0% | |
| (Missing) | 866163 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 400090 | 17.7% | |
| 1 | 339411 | 15.0% | |
| 2 | 235736 | 10.4% | |
| 3 | 153565 | 6.8% | |
| 4 | 96535 | 4.3% |
| Value | Count | Frequency (%) | |
| 67 | 1 | < 0.1% | |
| 51 | 1 | < 0.1% | |
| 49 | 1 | < 0.1% | |
| 46 | 1 | < 0.1% | |
| 45 | 1 | < 0.1% |
| Distinct count | 57 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 50063 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.521655739 |
|---|---|
| Minimum | 0 |
| Maximum | 64 |
| Zeros | 100270 |
| Zeros (%) | 4.4% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.164229436 |
|---|---|
| Coefficient of variation (CV) | 0.6997944157 |
| Kurtosis | 4.374804415 |
| Mean | 4.521655739 |
| Median Absolute Deviation (MAD) | 2.418616678 |
| Skewness | 1.402234451 |
| Sum | 9995744 |
| Variance | 10.01234792 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3 | 331293 | 14.7% | |
| 4 | 307313 | 13.6% | |
| 2 | 305502 | 13.5% | |
| 5 | 258117 | 11.4% | |
| 1 | 222952 | 9.9% | |
| 6 | 201931 | 8.9% | |
| 7 | 149447 | 6.6% | |
| 8 | 106194 | 4.7% | |
| 0 | 100270 | 4.4% | |
| 9 | 73503 | 3.3% | |
| Other values (47) | 154116 | 6.8% |
| Value | Count | Frequency (%) | |
| 0 | 100270 | 4.4% | |
| 1 | 222952 | 9.9% | |
| 2 | 305502 | 13.5% | |
| 3 | 331293 | 14.7% | |
| 4 | 307313 | 13.6% |
| Value | Count | Frequency (%) | |
| 64 | 1 | < 0.1% | |
| 61 | 1 | < 0.1% | |
| 56 | 1 | < 0.1% | |
| 55 | 1 | < 0.1% | |
| 54 | 3 | < 0.1% |
| Distinct count | 88597 |
|---|---|
| Unique (%) | 4.0% |
| Missing | 70379 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13547.79751 |
|---|---|
| Minimum | 0 |
| Maximum | 958084 |
| Zeros | 906 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1072 |
| Q1 | 3080 |
| median | 7335 |
| Q3 | 18783 |
| 95-th percentile | 43578 |
| Maximum | 958084 |
| Range | 958084 |
| Interquartile range (IQR) | 15703 |
Descriptive statistics
| Standard deviation | 16474.07501 |
|---|---|
| Coefficient of variation (CV) | 1.215996548 |
| Kurtosis | 44.16460012 |
| Mean | 13547.79751 |
| Median Absolute Deviation (MAD) | 11255.94591 |
| Skewness | 3.868891119 |
| Sum | 2.967403894e+10 |
| Variance | 271395147.4 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 906 | < 0.1% | |
| 2442 | 273 | < 0.1% | |
| 2277 | 271 | < 0.1% | |
| 1971 | 268 | < 0.1% | |
| 1967 | 267 | < 0.1% | |
| 2522 | 267 | < 0.1% | |
| 2148 | 266 | < 0.1% | |
| 2025 | 266 | < 0.1% | |
| 2292 | 265 | < 0.1% | |
| 2831 | 265 | < 0.1% | |
| Other values (88587) | 2187008 | 96.7% | |
| (Missing) | 70379 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 906 | < 0.1% | |
| 1 | 67 | < 0.1% | |
| 2 | 59 | < 0.1% | |
| 3 | 50 | < 0.1% | |
| 4 | 38 | < 0.1% |
| Value | Count | Frequency (%) | |
| 958084 | 1 | < 0.1% | |
| 800008 | 1 | < 0.1% | |
| 752994 | 1 | < 0.1% | |
| 710392 | 1 | < 0.1% | |
| 646339 | 1 | < 0.1% |
| Distinct count | 91500 |
|---|---|
| Unique (%) | 4.2% |
| Missing | 74968 |
| Missing (%) | 3.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11394.26269 |
|---|---|
| Minimum | 0 |
| Maximum | 711140 |
| Zeros | 30767 |
| Zeros (%) | 1.4% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 162 |
| Q1 | 1722 |
| median | 5442 |
| Q3 | 14187 |
| 95-th percentile | 42800 |
| Maximum | 711140 |
| Range | 711140 |
| Interquartile range (IQR) | 12465 |
Descriptive statistics
| Standard deviation | 16599.5344 |
|---|---|
| Coefficient of variation (CV) | 1.456832693 |
| Kurtosis | 27.09912245 |
| Mean | 11394.26269 |
| Median Absolute Deviation (MAD) | 10669.10129 |
| Skewness | 3.737088307 |
| Sum | 2.490481597e+10 |
| Variance | 275544542.3 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 30767 | 1.4% | |
| 500 | 1954 | 0.1% | |
| 2000 | 1908 | 0.1% | |
| 1000 | 1709 | 0.1% | |
| 3000 | 1580 | 0.1% | |
| 2500 | 1395 | 0.1% | |
| 5000 | 1383 | 0.1% | |
| 1500 | 1300 | 0.1% | |
| 4000 | 1234 | 0.1% | |
| 3500 | 1160 | 0.1% | |
| Other values (91490) | 2141343 | 94.7% | |
| (Missing) | 74968 | 3.3% |
| Value | Count | Frequency (%) | |
| 0 | 30767 | 1.4% | |
| 1 | 342 | < 0.1% | |
| 2 | 354 | < 0.1% | |
| 3 | 358 | < 0.1% | |
| 4 | 384 | < 0.1% |
| Value | Count | Frequency (%) | |
| 711140 | 1 | < 0.1% | |
| 605996 | 1 | < 0.1% | |
| 559912 | 1 | < 0.1% | |
| 507259 | 1 | < 0.1% | |
| 497445 | 1 | < 0.1% |
| Distinct count | 1494 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 76104 |
| Missing (%) | 3.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.89994754 |
|---|---|
| Minimum | 0 |
| Maximum | 339.6 |
| Zeros | 27885 |
| Zeros (%) | 1.2% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.7 |
| Q1 | 35.4 |
| median | 60.2 |
| Q3 | 83.1 |
| 95-th percentile | 97.8 |
| Maximum | 339.6 |
| Range | 339.6 |
| Interquartile range (IQR) | 47.7 |
Descriptive statistics
| Standard deviation | 28.58347454 |
|---|---|
| Coefficient of variation (CV) | 0.4936701284 |
| Kurtosis | -1.001197473 |
| Mean | 57.89994754 |
| Median Absolute Deviation (MAD) | 24.46489581 |
| Skewness | -0.2697763948 |
| Sum | 126488051.7 |
| Variance | 817.0150167 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 27885 | 1.2% | |
| 98 | 6188 | 0.3% | |
| 97 | 5748 | 0.3% | |
| 99 | 5700 | 0.3% | |
| 96 | 5642 | 0.2% | |
| 95 | 5223 | 0.2% | |
| 94 | 4983 | 0.2% | |
| 93 | 4693 | 0.2% | |
| 92 | 4594 | 0.2% | |
| 91 | 4381 | 0.2% | |
| Other values (1484) | 2109560 | 93.3% | |
| (Missing) | 76104 | 3.4% |
| Value | Count | Frequency (%) | |
| 0 | 27885 | 1.2% | |
| 0.1 | 2267 | 0.1% | |
| 0.2 | 1959 | 0.1% | |
| 0.3 | 1680 | 0.1% | |
| 0.4 | 1440 | 0.1% |
| Value | Count | Frequency (%) | |
| 339.6 | 1 | < 0.1% | |
| 318.2 | 1 | < 0.1% | |
| 255.2 | 1 | < 0.1% | |
| 252.3 | 1 | < 0.1% | |
| 243.8 | 1 | < 0.1% |
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 178 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008464412881 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 2243339 |
| Zeros (%) | 99.2% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1048097892 |
|---|---|
| Coefficient of variation (CV) | 12.38240509 |
| Kurtosis | 598.1324648 |
| Mean | 0.008464412881 |
| Median Absolute Deviation (MAD) | 0.01680013654 |
| Skewness | 18.12854845 |
| Sum | 19134 |
| Variance | 0.01098509191 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2243339 | 99.2% | |
| 1 | 15765 | 0.7% | |
| 2 | 1115 | < 0.1% | |
| 3 | 186 | < 0.1% | |
| 4 | 68 | < 0.1% | |
| 5 | 22 | < 0.1% | |
| 6 | 12 | < 0.1% | |
| 7 | 8 | < 0.1% | |
| 9 | 5 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| (Missing) | 178 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 2243339 | 99.2% | |
| 1 | 15765 | 0.7% | |
| 2 | 1115 | < 0.1% | |
| 3 | 186 | < 0.1% | |
| 4 | 68 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10 | 1 | < 0.1% | |
| 9 | 5 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 7 | 8 | < 0.1% | |
| 6 | 12 | < 0.1% |
| Distinct count | 2617 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 62 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.36982773 |
|---|---|
| Minimum | 0 |
| Maximum | 249925 |
| Zeros | 2253465 |
| Zeros (%) | 99.7% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 249925 |
| Range | 249925 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 726.4647813 |
|---|---|
| Coefficient of variation (CV) | 58.72877108 |
| Kurtosis | 16006.0037 |
| Mean | 12.36982773 |
| Median Absolute Deviation (MAD) | 24.66194515 |
| Skewness | 102.6547743 |
| Sum | 27963715 |
| Variance | 527751.0785 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2253465 | 99.7% | |
| 25 | 124 | < 0.1% | |
| 65000 | 109 | < 0.1% | |
| 30 | 85 | < 0.1% | |
| 53 | 72 | < 0.1% | |
| 54 | 69 | < 0.1% | |
| 75 | 65 | < 0.1% | |
| 50 | 64 | < 0.1% | |
| 56 | 58 | < 0.1% | |
| 57 | 56 | < 0.1% | |
| Other values (2607) | 6472 | 0.3% | |
| (Missing) | 62 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 2253465 | 99.7% | |
| 1 | 9 | < 0.1% | |
| 2 | 10 | < 0.1% | |
| 3 | 12 | < 0.1% | |
| 4 | 15 | < 0.1% |
| Value | Count | Frequency (%) | |
| 249925 | 1 | < 0.1% | |
| 185408 | 1 | < 0.1% | |
| 159177 | 1 | < 0.1% | |
| 138474 | 1 | < 0.1% | |
| 130778 | 1 | < 0.1% |
| Distinct count | 566 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 139104 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.7377608 |
|---|---|
| Minimum | 0 |
| Maximum | 999 |
| Zeros | 16 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 96 |
| median | 130 |
| Q3 | 154 |
| 95-th percentile | 213 |
| Maximum | 999 |
| Range | 999 |
| Interquartile range (IQR) | 58 |
Descriptive statistics
| Standard deviation | 53.38217542 |
|---|---|
| Coefficient of variation (CV) | 0.4245516629 |
| Kurtosis | 1.843977671 |
| Mean | 125.7377608 |
| Median Absolute Deviation (MAD) | 39.37270641 |
| Skewness | 0.3513513484 |
| Sum | 266764856 |
| Variance | 2849.656652 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 130 | 25017 | 1.1% | |
| 129 | 24849 | 1.1% | |
| 128 | 24798 | 1.1% | |
| 132 | 24767 | 1.1% | |
| 127 | 24749 | 1.1% | |
| 133 | 24731 | 1.1% | |
| 125 | 24683 | 1.1% | |
| 126 | 24649 | 1.1% | |
| 134 | 24574 | 1.1% | |
| 131 | 24515 | 1.1% | |
| Other values (556) | 1874265 | 82.9% | |
| (Missing) | 139104 | 6.2% |
| Value | Count | Frequency (%) | |
| 0 | 16 | < 0.1% | |
| 1 | 507 | < 0.1% | |
| 2 | 1003 | < 0.1% | |
| 3 | 1414 | 0.1% | |
| 4 | 1616 | 0.1% |
| Value | Count | Frequency (%) | |
| 999 | 2 | < 0.1% | |
| 848 | 1 | < 0.1% | |
| 827 | 1 | < 0.1% | |
| 822 | 1 | < 0.1% | |
| 808 | 1 | < 0.1% |
| Distinct count | 787 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70310 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 181.4915675 |
|---|---|
| Minimum | 1 |
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 116 |
| median | 164 |
| Q3 | 232 |
| 95-th percentile | 369 |
| Maximum | 999 |
| Range | 998 |
| Interquartile range (IQR) | 116 |
Descriptive statistics
| Standard deviation | 97.11845373 |
|---|---|
| Coefficient of variation (CV) | 0.5351127608 |
| Kurtosis | 1.355518547 |
| Mean | 181.4915675 |
| Median Absolute Deviation (MAD) | 74.99282869 |
| Skewness | 1.007808058 |
| Sum | 397537496 |
| Variance | 9431.994056 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 132 | 12536 | 0.6% | |
| 136 | 12528 | 0.6% | |
| 131 | 12386 | 0.5% | |
| 134 | 12317 | 0.5% | |
| 130 | 12299 | 0.5% | |
| 133 | 12278 | 0.5% | |
| 135 | 12235 | 0.5% | |
| 137 | 12132 | 0.5% | |
| 129 | 12116 | 0.5% | |
| 140 | 12112 | 0.5% | |
| Other values (777) | 2067452 | 91.5% | |
| (Missing) | 70310 | 3.1% |
| Value | Count | Frequency (%) | |
| 1 | 2 | < 0.1% | |
| 2 | 6 | < 0.1% | |
| 3 | 17 | < 0.1% | |
| 4 | 19 | < 0.1% | |
| 5 | 42 | < 0.1% |
| Value | Count | Frequency (%) | |
| 999 | 1 | < 0.1% | |
| 901 | 1 | < 0.1% | |
| 852 | 1 | < 0.1% | |
| 851 | 1 | < 0.1% | |
| 842 | 1 | < 0.1% |
| Distinct count | 333 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70310 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.02408931 |
|---|---|
| Minimum | 0 |
| Maximum | 547 |
| Zeros | 33747 |
| Zeros (%) | 1.5% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 8 |
| Q3 | 17 |
| 95-th percentile | 46 |
| Maximum | 547 |
| Range | 547 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 17.53308255 |
|---|---|
| Coefficient of variation (CV) | 1.250211844 |
| Kurtosis | 21.96014259 |
| Mean | 14.02408931 |
| Median Absolute Deviation (MAD) | 11.12917037 |
| Skewness | 3.592705204 |
| Sum | 30718239 |
| Variance | 307.4089838 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2 | 167693 | 7.4% | |
| 3 | 161273 | 7.1% | |
| 4 | 147691 | 6.5% | |
| 1 | 137574 | 6.1% | |
| 5 | 132964 | 5.9% | |
| 6 | 117844 | 5.2% | |
| 7 | 107901 | 4.8% | |
| 8 | 96426 | 4.3% | |
| 9 | 85716 | 3.8% | |
| 10 | 78061 | 3.5% | |
| Other values (323) | 957248 | 42.3% |
| Value | Count | Frequency (%) | |
| 0 | 33747 | 1.5% | |
| 1 | 137574 | 6.1% | |
| 2 | 167693 | 7.4% | |
| 3 | 161273 | 7.1% | |
| 4 | 147691 | 6.5% |
| Value | Count | Frequency (%) | |
| 547 | 1 | < 0.1% | |
| 502 | 1 | < 0.1% | |
| 438 | 1 | < 0.1% | |
| 406 | 1 | < 0.1% | |
| 404 | 1 | < 0.1% |
| Distinct count | 232 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.297468672 |
|---|---|
| Minimum | 0 |
| Maximum | 382 |
| Zeros | 34923 |
| Zeros (%) | 1.5% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 11 |
| 95-th percentile | 24 |
| Maximum | 382 |
| Range | 382 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 9.208556539 |
|---|---|
| Coefficient of variation (CV) | 1.10980311 |
| Kurtosis | 46.21937168 |
| Mean | 8.297468672 |
| Median Absolute Deviation (MAD) | 5.762951056 |
| Skewness | 4.601065685 |
| Sum | 18174709 |
| Variance | 84.79751352 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2 | 235575 | 10.4% | |
| 3 | 228153 | 10.1% | |
| 4 | 203278 | 9.0% | |
| 1 | 180626 | 8.0% | |
| 5 | 175501 | 7.8% | |
| 6 | 151978 | 6.7% | |
| 7 | 135550 | 6.0% | |
| 8 | 114936 | 5.1% | |
| 9 | 96422 | 4.3% | |
| 10 | 82385 | 3.6% | |
| Other values (222) | 585988 | 25.9% |
| Value | Count | Frequency (%) | |
| 0 | 34923 | 1.5% | |
| 1 | 180626 | 8.0% | |
| 2 | 235575 | 10.4% | |
| 3 | 228153 | 10.1% | |
| 4 | 203278 | 9.0% |
| Value | Count | Frequency (%) | |
| 382 | 1 | < 0.1% | |
| 368 | 1 | < 0.1% | |
| 353 | 1 | < 0.1% | |
| 331 | 1 | < 0.1% | |
| 314 | 1 | < 0.1% |
| Distinct count | 47 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 50063 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.555382202 |
|---|---|
| Minimum | 0 |
| Maximum | 94 |
| Zeros | 929606 |
| Zeros (%) | 41.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 94 |
| Range | 94 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.904981017 |
|---|---|
| Coefficient of variation (CV) | 1.224767144 |
| Kurtosis | 10.50475648 |
| Mean | 1.555382202 |
| Median Absolute Deviation (MAD) | 1.505726207 |
| Skewness | 1.789683755 |
| Sum | 3438387 |
| Variance | 3.628952676 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 929606 | 41.1% | |
| 1 | 393270 | 17.4% | |
| 2 | 325903 | 14.4% | |
| 3 | 231066 | 10.2% | |
| 4 | 150002 | 6.6% | |
| 5 | 86666 | 3.8% | |
| 6 | 46804 | 2.1% | |
| 7 | 23419 | 1.0% | |
| 8 | 11450 | 0.5% | |
| 9 | 5742 | 0.3% | |
| Other values (37) | 6710 | 0.3% | |
| (Missing) | 50063 | 2.2% |
| Value | Count | Frequency (%) | |
| 0 | 929606 | 41.1% | |
| 1 | 393270 | 17.4% | |
| 2 | 325903 | 14.4% | |
| 3 | 231066 | 10.2% | |
| 4 | 150002 | 6.6% |
| Value | Count | Frequency (%) | |
| 94 | 1 | < 0.1% | |
| 87 | 1 | < 0.1% | |
| 61 | 1 | < 0.1% | |
| 52 | 1 | < 0.1% | |
| 51 | 1 | < 0.1% |
| Distinct count | 546 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 73445 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.84485081 |
|---|---|
| Minimum | 0 |
| Maximum | 661 |
| Zeros | 13450 |
| Zeros (%) | 0.6% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 14 |
| Q3 | 30 |
| 95-th percentile | 89 |
| Maximum | 661 |
| Range | 661 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 32.31925269 |
|---|---|
| Coefficient of variation (CV) | 1.300843098 |
| Kurtosis | 20.67203482 |
| Mean | 24.84485081 |
| Median Absolute Deviation (MAD) | 20.69285337 |
| Skewness | 3.507711335 |
| Sum | 54342049 |
| Variance | 1044.534095 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3 | 104912 | 4.6% | |
| 2 | 102518 | 4.5% | |
| 4 | 100529 | 4.4% | |
| 5 | 94879 | 4.2% | |
| 6 | 88025 | 3.9% | |
| 7 | 83796 | 3.7% | |
| 8 | 78467 | 3.5% | |
| 9 | 72912 | 3.2% | |
| 1 | 69999 | 3.1% | |
| 10 | 68865 | 3.0% | |
| Other values (536) | 1322354 | 58.5% | |
| (Missing) | 73445 | 3.2% |
| Value | Count | Frequency (%) | |
| 0 | 13450 | 0.6% | |
| 1 | 69999 | 3.1% | |
| 2 | 102518 | 4.5% | |
| 3 | 104912 | 4.6% | |
| 4 | 100529 | 4.4% |
| Value | Count | Frequency (%) | |
| 661 | 1 | < 0.1% | |
| 656 | 1 | < 0.1% | |
| 640 | 1 | < 0.1% | |
| 639 | 1 | < 0.1% | |
| 628 | 1 | < 0.1% |
| Distinct count | 177 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1741000 |
| Missing (%) | 77.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.30308966 |
|---|---|
| Minimum | 0 |
| Maximum | 202 |
| Zeros | 796 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 21 |
| median | 37 |
| Q3 | 57 |
| 95-th percentile | 77 |
| Maximum | 202 |
| Range | 202 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 22.61768864 |
|---|---|
| Coefficient of variation (CV) | 0.575468464 |
| Kurtosis | -0.6228222102 |
| Mean | 39.30308966 |
| Median Absolute Deviation (MAD) | 19.00416691 |
| Skewness | 0.3340775888 |
| Sum | 20425855 |
| Variance | 511.5598394 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 26 | 8060 | 0.4% | |
| 28 | 8027 | 0.4% | |
| 25 | 7934 | 0.4% | |
| 35 | 7933 | 0.4% | |
| 45 | 7906 | 0.3% | |
| 22 | 7903 | 0.3% | |
| 30 | 7895 | 0.3% | |
| 44 | 7887 | 0.3% | |
| 32 | 7883 | 0.3% | |
| 19 | 7875 | 0.3% | |
| Other values (167) | 440398 | 19.5% | |
| (Missing) | 1741000 | 77.0% |
| Value | Count | Frequency (%) | |
| 0 | 796 | < 0.1% | |
| 1 | 2629 | 0.1% | |
| 2 | 2998 | 0.1% | |
| 3 | 4142 | 0.2% | |
| 4 | 4816 | 0.2% |
| Value | Count | Frequency (%) | |
| 202 | 1 | < 0.1% | |
| 195 | 1 | < 0.1% | |
| 194 | 1 | < 0.1% | |
| 190 | 1 | < 0.1% | |
| 189 | 1 | < 0.1% |
| Distinct count | 26 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 295468 |
| Missing (%) | 13.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.024194078 |
|---|---|
| Minimum | 0 |
| Maximum | 25 |
| Zeros | 168927 |
| Zeros (%) | 7.5% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 11 |
| 95-th percentile | 19 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 5.965411442 |
|---|---|
| Coefficient of variation (CV) | 0.8492663181 |
| Kurtosis | -0.03946573685 |
| Mean | 7.024194078 |
| Median Absolute Deviation (MAD) | 4.87231442 |
| Skewness | 0.8890161004 |
| Sum | 13804178 |
| Variance | 35.58613367 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 212773 | 9.4% | |
| 2 | 173553 | 7.7% | |
| 0 | 168927 | 7.5% | |
| 3 | 157363 | 7.0% | |
| 4 | 143887 | 6.4% | |
| 5 | 127796 | 5.7% | |
| 6 | 114793 | 5.1% | |
| 7 | 108912 | 4.8% | |
| 8 | 96554 | 4.3% | |
| 9 | 85028 | 3.8% | |
| Other values (16) | 575647 | 25.5% | |
| (Missing) | 295468 | 13.1% |
| Value | Count | Frequency (%) | |
| 0 | 168927 | 7.5% | |
| 1 | 212773 | 9.4% | |
| 2 | 173553 | 7.7% | |
| 3 | 157363 | 7.0% | |
| 4 | 143887 | 6.4% |
| Value | Count | Frequency (%) | |
| 25 | 31 | < 0.1% | |
| 24 | 9247 | 0.4% | |
| 23 | 18516 | 0.8% | |
| 22 | 20110 | 0.9% | |
| 21 | 22085 | 1.0% |
| Distinct count | 179 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1520342 |
| Missing (%) | 67.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.78222322 |
|---|---|
| Minimum | 0 |
| Maximum | 202 |
| Zeros | 1321 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 17 |
| median | 33 |
| Q3 | 51 |
| 95-th percentile | 76 |
| Maximum | 202 |
| Range | 202 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 22.30723894 |
|---|---|
| Coefficient of variation (CV) | 0.6234167957 |
| Kurtosis | -0.486454921 |
| Mean | 35.78222322 |
| Median Absolute Deviation (MAD) | 18.63103426 |
| Skewness | 0.4954874723 |
| Sum | 26491691 |
| Variance | 497.6129092 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 12 | 13402 | 0.6% | |
| 13 | 13281 | 0.6% | |
| 14 | 12802 | 0.6% | |
| 15 | 12782 | 0.6% | |
| 19 | 12542 | 0.6% | |
| 16 | 12506 | 0.6% | |
| 18 | 12500 | 0.6% | |
| 9 | 12431 | 0.5% | |
| 21 | 12324 | 0.5% | |
| 22 | 12269 | 0.5% | |
| Other values (169) | 613520 | 27.1% | |
| (Missing) | 1520342 | 67.3% |
| Value | Count | Frequency (%) | |
| 0 | 1321 | 0.1% | |
| 1 | 4821 | 0.2% | |
| 2 | 5792 | 0.3% | |
| 3 | 7817 | 0.3% | |
| 4 | 9073 | 0.4% |
| Value | Count | Frequency (%) | |
| 202 | 1 | < 0.1% | |
| 197 | 1 | < 0.1% | |
| 190 | 1 | < 0.1% | |
| 188 | 1 | < 0.1% | |
| 183 | 1 | < 0.1% |
| Distinct count | 44 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5002081819 |
|---|---|
| Minimum | 0 |
| Maximum | 58 |
| Zeros | 1687416 |
| Zeros (%) | 74.6% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 58 |
| Range | 58 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.350325678 |
|---|---|
| Coefficient of variation (CV) | 2.69952737 |
| Kurtosis | 52.39404559 |
| Mean | 0.5002081819 |
| Median Absolute Deviation (MAD) | 0.770692451 |
| Skewness | 5.434771953 |
| Sum | 1095652 |
| Variance | 1.823379435 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1687416 | 74.6% | |
| 1 | 270277 | 12.0% | |
| 2 | 105854 | 4.7% | |
| 3 | 48574 | 2.1% | |
| 4 | 28665 | 1.3% | |
| 5 | 17014 | 0.8% | |
| 6 | 11075 | 0.5% | |
| 7 | 7023 | 0.3% | |
| 8 | 4555 | 0.2% | |
| 9 | 2975 | 0.1% | |
| Other values (34) | 6964 | 0.3% | |
| (Missing) | 70309 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 1687416 | 74.6% | |
| 1 | 270277 | 12.0% | |
| 2 | 105854 | 4.7% | |
| 3 | 48574 | 2.1% | |
| 4 | 28665 | 1.3% |
| Value | Count | Frequency (%) | |
| 58 | 1 | < 0.1% | |
| 51 | 1 | < 0.1% | |
| 45 | 1 | < 0.1% | |
| 42 | 2 | < 0.1% | |
| 39 | 2 | < 0.1% |
| Distinct count | 42 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.676068941 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros | 50061 |
| Zeros (%) | 2.2% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.324646415 |
|---|---|
| Coefficient of variation (CV) | 0.6323729105 |
| Kurtosis | 4.647915181 |
| Mean | 3.676068941 |
| Median Absolute Deviation (MAD) | 1.756369551 |
| Skewness | 1.476436002 |
| Sum | 8052032 |
| Variance | 5.403980957 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3 | 458887 | 20.3% | |
| 2 | 442726 | 19.6% | |
| 4 | 357154 | 15.8% | |
| 1 | 256818 | 11.4% | |
| 5 | 240636 | 10.6% | |
| 6 | 152238 | 6.7% | |
| 7 | 91653 | 4.1% | |
| 8 | 55107 | 2.4% | |
| 0 | 50061 | 2.2% | |
| 9 | 33163 | 1.5% | |
| Other values (32) | 51949 | 2.3% | |
| (Missing) | 70309 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 50061 | 2.2% | |
| 1 | 256818 | 11.4% | |
| 2 | 442726 | 19.6% | |
| 3 | 458887 | 20.3% | |
| 4 | 357154 | 15.8% |
| Value | Count | Frequency (%) | |
| 50 | 1 | < 0.1% | |
| 48 | 2 | < 0.1% | |
| 47 | 1 | < 0.1% | |
| 46 | 1 | < 0.1% | |
| 45 | 1 | < 0.1% |
| Distinct count | 57 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.629467693 |
|---|---|
| Minimum | 0 |
| Maximum | 72 |
| Zeros | 11439 |
| Zeros (%) | 0.5% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 72 |
| Range | 72 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.382873759 |
|---|---|
| Coefficient of variation (CV) | 0.6009224927 |
| Kurtosis | 4.996738255 |
| Mean | 5.629467693 |
| Median Absolute Deviation (MAD) | 2.536280998 |
| Skewness | 1.573518347 |
| Sum | 12330741 |
| Variance | 11.44383487 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4 | 333303 | 14.7% | |
| 3 | 308512 | 13.6% | |
| 5 | 303634 | 13.4% | |
| 6 | 248257 | 11.0% | |
| 2 | 213366 | 9.4% | |
| 7 | 191696 | 8.5% | |
| 8 | 141199 | 6.2% | |
| 9 | 102473 | 4.5% | |
| 1 | 84992 | 3.8% | |
| 10 | 72350 | 3.2% | |
| Other values (47) | 190610 | 8.4% | |
| (Missing) | 70309 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 11439 | 0.5% | |
| 1 | 84992 | 3.8% | |
| 2 | 213366 | 9.4% | |
| 3 | 308512 | 13.6% | |
| 4 | 333303 | 14.7% |
| Value | Count | Frequency (%) | |
| 72 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 60 | 1 | < 0.1% | |
| 59 | 3 | < 0.1% | |
| 57 | 2 | < 0.1% |
| Distinct count | 60 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 58623 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.774183294 |
|---|---|
| Minimum | 0 |
| Maximum | 71 |
| Zeros | 23661 |
| Zeros (%) | 1.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 71 |
| Range | 71 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.037921424 |
|---|---|
| Coefficient of variation (CV) | 0.636322746 |
| Kurtosis | 6.767222463 |
| Mean | 4.774183294 |
| Median Absolute Deviation (MAD) | 2.24687151 |
| Skewness | 1.749103457 |
| Sum | 10513124 |
| Variance | 9.228966576 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3 | 380903 | 16.8% | |
| 4 | 359451 | 15.9% | |
| 2 | 304911 | 13.5% | |
| 5 | 289607 | 12.8% | |
| 6 | 215249 | 9.5% | |
| 7 | 151218 | 6.7% | |
| 1 | 148636 | 6.6% | |
| 8 | 103846 | 4.6% | |
| 9 | 70471 | 3.1% | |
| 10 | 47462 | 2.1% | |
| Other values (50) | 130324 | 5.8% | |
| (Missing) | 58623 | 2.6% |
| Value | Count | Frequency (%) | |
| 0 | 23661 | 1.0% | |
| 1 | 148636 | 6.6% | |
| 2 | 304911 | 13.5% | |
| 3 | 380903 | 16.8% | |
| 4 | 359451 | 15.9% |
| Value | Count | Frequency (%) | |
| 71 | 1 | < 0.1% | |
| 69 | 1 | < 0.1% | |
| 64 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 61 | 1 | < 0.1% |
| Distinct count | 76 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.726401941 |
|---|---|
| Minimum | 0 |
| Maximum | 86 |
| Zeros | 5701 |
| Zeros (%) | 0.3% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 17 |
| Maximum | 86 |
| Range | 86 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.701430113 |
|---|---|
| Coefficient of variation (CV) | 0.6084889382 |
| Kurtosis | 3.905674874 |
| Mean | 7.726401941 |
| Median Absolute Deviation (MAD) | 3.576895528 |
| Skewness | 1.425565032 |
| Sum | 16923849 |
| Variance | 22.10344511 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 5 | 231341 | 10.2% | |
| 6 | 222963 | 9.9% | |
| 4 | 222258 | 9.8% | |
| 7 | 203775 | 9.0% | |
| 3 | 183556 | 8.1% | |
| 8 | 180553 | 8.0% | |
| 9 | 152474 | 6.7% | |
| 10 | 126591 | 5.6% | |
| 2 | 120417 | 5.3% | |
| 11 | 103389 | 4.6% | |
| Other values (66) | 443075 | 19.6% |
| Value | Count | Frequency (%) | |
| 0 | 5701 | 0.3% | |
| 1 | 48219 | 2.1% | |
| 2 | 120417 | 5.3% | |
| 3 | 183556 | 8.1% | |
| 4 | 222258 | 9.8% |
| Value | Count | Frequency (%) | |
| 86 | 1 | < 0.1% | |
| 85 | 1 | < 0.1% | |
| 82 | 1 | < 0.1% | |
| 79 | 1 | < 0.1% | |
| 77 | 1 | < 0.1% |
| Distinct count | 122 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.413438782 |
|---|---|
| Minimum | 0 |
| Maximum | 159 |
| Zeros | 68944 |
| Zeros (%) | 3.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 11 |
| 95-th percentile | 23 |
| Maximum | 159 |
| Range | 159 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.359113771 |
|---|---|
| Coefficient of variation (CV) | 0.8746856026 |
| Kurtosis | 7.841626515 |
| Mean | 8.413438782 |
| Median Absolute Deviation (MAD) | 5.320922867 |
| Skewness | 2.103554166 |
| Sum | 18428729 |
| Variance | 54.15655549 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4 | 190600 | 8.4% | |
| 3 | 190128 | 8.4% | |
| 5 | 180396 | 8.0% | |
| 2 | 173360 | 7.7% | |
| 6 | 165370 | 7.3% | |
| 7 | 147949 | 6.5% | |
| 1 | 133227 | 5.9% | |
| 8 | 129276 | 5.7% | |
| 9 | 111342 | 4.9% | |
| 10 | 96604 | 4.3% | |
| Other values (112) | 672140 | 29.7% |
| Value | Count | Frequency (%) | |
| 0 | 68944 | 3.0% | |
| 1 | 133227 | 5.9% | |
| 2 | 173360 | 7.7% | |
| 3 | 190128 | 8.4% | |
| 4 | 190600 | 8.4% |
| Value | Count | Frequency (%) | |
| 159 | 1 | < 0.1% | |
| 150 | 1 | < 0.1% | |
| 140 | 1 | < 0.1% | |
| 138 | 1 | < 0.1% | |
| 132 | 1 | < 0.1% |
| Distinct count | 81 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.24652254 |
|---|---|
| Minimum | 0 |
| Maximum | 91 |
| Zeros | 1113 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 17 |
| Maximum | 91 |
| Range | 91 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.683927892 |
|---|---|
| Coefficient of variation (CV) | 0.5679882483 |
| Kurtosis | 4.732174134 |
| Mean | 8.24652254 |
| Median Absolute Deviation (MAD) | 3.526223207 |
| Skewness | 1.526702877 |
| Sum | 18063117 |
| Variance | 21.9391805 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 6 | 236912 | 10.5% | |
| 5 | 231071 | 10.2% | |
| 7 | 222688 | 9.9% | |
| 4 | 201987 | 8.9% | |
| 8 | 198673 | 8.8% | |
| 9 | 169770 | 7.5% | |
| 3 | 145954 | 6.5% | |
| 10 | 141418 | 6.3% | |
| 11 | 114837 | 5.1% | |
| 12 | 92236 | 4.1% | |
| Other values (71) | 434846 | 19.2% |
| Value | Count | Frequency (%) | |
| 0 | 1113 | < 0.1% | |
| 1 | 18563 | 0.8% | |
| 2 | 77763 | 3.4% | |
| 3 | 145954 | 6.5% | |
| 4 | 201987 | 8.9% |
| Value | Count | Frequency (%) | |
| 91 | 3 | < 0.1% | |
| 86 | 1 | < 0.1% | |
| 83 | 1 | < 0.1% | |
| 81 | 1 | < 0.1% | |
| 79 | 1 | < 0.1% |
| Distinct count | 117 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70310 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.00462977 |
|---|---|
| Minimum | 0 |
| Maximum | 151 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 8 |
| median | 12 |
| Q3 | 18 |
| 95-th percentile | 29 |
| Maximum | 151 |
| Range | 151 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.038867538 |
|---|---|
| Coefficient of variation (CV) | 0.5740149987 |
| Kurtosis | 3.460986383 |
| Mean | 14.00462977 |
| Median Absolute Deviation (MAD) | 6.134676181 |
| Skewness | 1.369541362 |
| Sum | 30675615 |
| Variance | 64.62339129 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 10 | 132715 | 5.9% | |
| 9 | 132157 | 5.8% | |
| 8 | 129674 | 5.7% | |
| 11 | 129189 | 5.7% | |
| 12 | 123608 | 5.5% | |
| 7 | 122058 | 5.4% | |
| 13 | 116460 | 5.2% | |
| 6 | 109695 | 4.9% | |
| 14 | 107620 | 4.8% | |
| 15 | 99544 | 4.4% | |
| Other values (107) | 987671 | 43.7% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 19 | < 0.1% | |
| 2 | 21211 | 0.9% | |
| 3 | 44334 | 2.0% | |
| 4 | 69400 | 3.1% |
| Value | Count | Frequency (%) | |
| 151 | 1 | < 0.1% | |
| 143 | 1 | < 0.1% | |
| 128 | 1 | < 0.1% | |
| 127 | 2 | < 0.1% | |
| 119 | 1 | < 0.1% |
| Distinct count | 50 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.577950887 |
|---|---|
| Minimum | 0 |
| Maximum | 65 |
| Zeros | 11252 |
| Zeros (%) | 0.5% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.293433856 |
|---|---|
| Coefficient of variation (CV) | 0.5904379443 |
| Kurtosis | 4.173233011 |
| Mean | 5.577950887 |
| Median Absolute Deviation (MAD) | 2.487921238 |
| Skewness | 1.470687356 |
| Sum | 12217899 |
| Variance | 10.84670656 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4 | 335837 | 14.9% | |
| 3 | 310629 | 13.7% | |
| 5 | 306205 | 13.5% | |
| 6 | 249901 | 11.1% | |
| 2 | 214144 | 9.5% | |
| 7 | 192557 | 8.5% | |
| 8 | 141264 | 6.2% | |
| 9 | 102127 | 4.5% | |
| 1 | 84778 | 3.8% | |
| 10 | 71574 | 3.2% | |
| Other values (40) | 181376 | 8.0% | |
| (Missing) | 70309 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 11252 | 0.5% | |
| 1 | 84778 | 3.8% | |
| 2 | 214144 | 9.5% | |
| 3 | 310629 | 13.7% | |
| 4 | 335837 | 14.9% |
| Value | Count | Frequency (%) | |
| 65 | 1 | < 0.1% | |
| 59 | 2 | < 0.1% | |
| 55 | 1 | < 0.1% | |
| 47 | 1 | < 0.1% | |
| 45 | 3 | < 0.1% |
| Distinct count | 91 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 58623 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.62812988 |
|---|---|
| Minimum | 0 |
| Maximum | 101 |
| Zeros | 61 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 22 |
| Maximum | 101 |
| Range | 101 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.644026548 |
|---|---|
| Coefficient of variation (CV) | 0.4853769784 |
| Kurtosis | 3.421898901 |
| Mean | 11.62812988 |
| Median Absolute Deviation (MAD) | 4.298550408 |
| Skewness | 1.314627806 |
| Sum | 25606049 |
| Variance | 31.85503568 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 9 | 190842 | 8.4% | |
| 10 | 185016 | 8.2% | |
| 8 | 183966 | 8.1% | |
| 11 | 170664 | 7.5% | |
| 7 | 168032 | 7.4% | |
| 12 | 153317 | 6.8% | |
| 6 | 141290 | 6.2% | |
| 13 | 133971 | 5.9% | |
| 14 | 115266 | 5.1% | |
| 5 | 105440 | 4.7% | |
| Other values (81) | 654274 | 28.9% |
| Value | Count | Frequency (%) | |
| 0 | 61 | < 0.1% | |
| 1 | 1634 | 0.1% | |
| 2 | 10216 | 0.5% | |
| 3 | 30948 | 1.4% | |
| 4 | 65577 | 2.9% |
| Value | Count | Frequency (%) | |
| 101 | 1 | < 0.1% | |
| 97 | 1 | < 0.1% | |
| 94 | 1 | < 0.1% | |
| 93 | 1 | < 0.1% | |
| 91 | 1 | < 0.1% |
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 153690 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0006373958181 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros | 2105738 |
| Zeros (%) | 93.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02710643324 |
|---|---|
| Coefficient of variation (CV) | 42.52684513 |
| Kurtosis | 5541.593233 |
| Mean | 0.0006373958181 |
| Median Absolute Deviation (MAD) | 0.001274021441 |
| Skewness | 55.80984712 |
| Sum | 1343 |
| Variance | 0.0007347587232 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2105738 | 93.1% | |
| 1 | 1219 | 0.1% | |
| 2 | 46 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| (Missing) | 153690 | 6.8% |
| Value | Count | Frequency (%) | |
| 0 | 2105738 | 93.1% | |
| 1 | 1219 | 0.1% | |
| 2 | 46 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 2 | 46 | < 0.1% |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00281365162 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 2184561 |
| Zeros (%) | 96.6% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05616522447 |
|---|---|
| Coefficient of variation (CV) | 19.96168398 |
| Kurtosis | 622.4309597 |
| Mean | 0.00281365162 |
| Median Absolute Deviation (MAD) | 0.005612322906 |
| Skewness | 22.51746312 |
| Sum | 6163 |
| Variance | 0.00315453244 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2184561 | 96.6% | |
| 1 | 5542 | 0.2% | |
| 2 | 253 | < 0.1% | |
| 3 | 29 | < 0.1% | |
| 4 | 7 | < 0.1% | |
| (Missing) | 70309 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 2184561 | 96.6% | |
| 1 | 5542 | 0.2% | |
| 2 | 253 | < 0.1% | |
| 3 | 29 | < 0.1% | |
| 4 | 7 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 7 | < 0.1% | |
| 3 | 29 | < 0.1% | |
| 2 | 253 | < 0.1% | |
| 1 | 5542 | 0.2% | |
| 0 | 2184561 | 96.6% |
| Distinct count | 34 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08293766595 |
|---|---|
| Minimum | 0 |
| Maximum | 58 |
| Zeros | 2073060 |
| Zeros (%) | 91.7% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 58 |
| Range | 58 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4935732136 |
|---|---|
| Coefficient of variation (CV) | 5.951134602 |
| Kurtosis | 459.1979059 |
| Mean | 0.08293766595 |
| Median Absolute Deviation (MAD) | 0.1569899431 |
| Skewness | 14.90157353 |
| Sum | 181666 |
| Variance | 0.2436145172 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2073060 | 91.7% | |
| 1 | 88450 | 3.9% | |
| 2 | 16897 | 0.7% | |
| 3 | 4672 | 0.2% | |
| 4 | 2653 | 0.1% | |
| 5 | 1398 | 0.1% | |
| 6 | 1018 | < 0.1% | |
| 7 | 604 | < 0.1% | |
| 8 | 467 | < 0.1% | |
| 9 | 340 | < 0.1% | |
| Other values (24) | 833 | < 0.1% | |
| (Missing) | 70309 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 2073060 | 91.7% | |
| 1 | 88450 | 3.9% | |
| 2 | 16897 | 0.7% | |
| 3 | 4672 | 0.2% | |
| 4 | 2653 | 0.1% |
| Value | Count | Frequency (%) | |
| 58 | 1 | < 0.1% | |
| 42 | 1 | < 0.1% | |
| 39 | 1 | < 0.1% | |
| 36 | 1 | < 0.1% | |
| 35 | 1 | < 0.1% |
| Distinct count | 33 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.076755211 |
|---|---|
| Minimum | 0 |
| Maximum | 32 |
| Zeros | 415975 |
| Zeros (%) | 18.4% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.830710765 |
|---|---|
| Coefficient of variation (CV) | 0.8815245798 |
| Kurtosis | 4.69604436 |
| Mean | 2.076755211 |
| Median Absolute Deviation (MAD) | 1.372193814 |
| Skewness | 1.503461003 |
| Sum | 4548908 |
| Variance | 3.351501904 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 558928 | 24.7% | |
| 2 | 483541 | 21.4% | |
| 0 | 415975 | 18.4% | |
| 3 | 335448 | 14.8% | |
| 4 | 195095 | 8.6% | |
| 5 | 97421 | 4.3% | |
| 6 | 48518 | 2.1% | |
| 7 | 25934 | 1.1% | |
| 8 | 13066 | 0.6% | |
| 9 | 7131 | 0.3% | |
| Other values (23) | 9335 | 0.4% | |
| (Missing) | 70309 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 415975 | 18.4% | |
| 1 | 558928 | 24.7% | |
| 2 | 483541 | 21.4% | |
| 3 | 335448 | 14.8% | |
| 4 | 195095 | 8.6% |
| Value | Count | Frequency (%) | |
| 32 | 1 | < 0.1% | |
| 31 | 1 | < 0.1% | |
| 30 | 2 | < 0.1% | |
| 29 | 1 | < 0.1% | |
| 28 | 4 | < 0.1% |
| Distinct count | 690 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 70464 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.11457646 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 13 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 75 |
| Q1 | 91.3 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 8.7 |
Descriptive statistics
| Standard deviation | 9.036140361 |
|---|---|
| Coefficient of variation (CV) | 0.09601212374 |
| Kurtosis | 6.854075654 |
| Mean | 94.11457646 |
| Median Absolute Deviation (MAD) | 6.554783662 |
| Skewness | -2.277944445 |
| Sum | 206133227.6 |
| Variance | 81.65183263 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 100 | 1106209 | 48.9% | |
| 90 | 29542 | 1.3% | |
| 95 | 27840 | 1.2% | |
| 96 | 24023 | 1.1% | |
| 91.7 | 23278 | 1.0% | |
| 90.9 | 23274 | 1.0% | |
| 92.3 | 22822 | 1.0% | |
| 88.9 | 22667 | 1.0% | |
| 87.5 | 22258 | 1.0% | |
| 92.9 | 22101 | 1.0% | |
| Other values (680) | 866223 | 38.3% | |
| (Missing) | 70464 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 13 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 5.9 | 1 | < 0.1% | |
| 6.7 | 1 | < 0.1% | |
| 7.1 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 1106209 | 48.9% | |
| 99.4 | 2 | < 0.1% | |
| 99.3 | 1 | < 0.1% | |
| 99.2 | 9 | < 0.1% | |
| 99.1 | 15 | < 0.1% |
| Distinct count | 284 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 75412 |
| Missing (%) | 3.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.43512654 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 598711 |
| Zeros (%) | 26.5% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 37.5 |
| Q3 | 71.4 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 71.4 |
Descriptive statistics
| Standard deviation | 36.21615733 |
|---|---|
| Coefficient of variation (CV) | 0.85344761 |
| Kurtosis | -1.25565792 |
| Mean | 42.43512654 |
| Median Absolute Deviation (MAD) | 31.57975337 |
| Skewness | 0.3091997107 |
| Sum | 92733015.24 |
| Variance | 1311.610051 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 598711 | 26.5% | |
| 100 | 372700 | 16.5% | |
| 50 | 231935 | 10.3% | |
| 33.3 | 147284 | 6.5% | |
| 66.7 | 134722 | 6.0% | |
| 25 | 97801 | 4.3% | |
| 75 | 76405 | 3.4% | |
| 20 | 64820 | 2.9% | |
| 40 | 55574 | 2.5% | |
| 60 | 47850 | 2.1% | |
| Other values (274) | 357487 | 15.8% | |
| (Missing) | 75412 | 3.3% |
| Value | Count | Frequency (%) | |
| 0 | 598711 | 26.5% | |
| 0.14 | 2 | < 0.1% | |
| 0.17 | 1 | < 0.1% | |
| 0.2 | 10 | < 0.1% | |
| 0.25 | 19 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 372700 | 16.5% | |
| 95.8 | 1 | < 0.1% | |
| 95.5 | 2 | < 0.1% | |
| 95.2 | 2 | < 0.1% | |
| 95 | 3 | < 0.1% |
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1398 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1281935181 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros | 1987383 |
| Zeros (%) | 87.9% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3646129975 |
|---|---|
| Coefficient of variation (CV) | 2.844238951 |
| Kurtosis | 18.65787015 |
| Mean | 0.1281935181 |
| Median Absolute Deviation (MAD) | 0.2255293943 |
| Skewness | 3.37118635 |
| Sum | 289628 |
| Variance | 0.1329426379 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1987383 | 87.9% | |
| 1 | 258444 | 11.4% | |
| 2 | 10518 | 0.5% | |
| 3 | 2131 | 0.1% | |
| 4 | 541 | < 0.1% | |
| 5 | 188 | < 0.1% | |
| 6 | 60 | < 0.1% | |
| 7 | 23 | < 0.1% | |
| 8 | 10 | < 0.1% | |
| 9 | 3 | < 0.1% | |
| Other values (2) | 2 | < 0.1% | |
| (Missing) | 1398 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1987383 | 87.9% | |
| 1 | 258444 | 11.4% | |
| 2 | 10518 | 0.5% | |
| 3 | 2131 | 0.1% | |
| 4 | 541 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12 | 1 | < 0.1% | |
| 11 | 1 | < 0.1% | |
| 9 | 3 | < 0.1% | |
| 8 | 10 | < 0.1% | |
| 7 | 23 | < 0.1% |
| Distinct count | 42 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 138 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04677109198 |
|---|---|
| Minimum | 0 |
| Maximum | 85 |
| Zeros | 2195933 |
| Zeros (%) | 97.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 85 |
| Range | 85 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.377533821 |
|---|---|
| Coefficient of variation (CV) | 8.071947971 |
| Kurtosis | 3476.326736 |
| Mean | 0.04677109198 |
| Median Absolute Deviation (MAD) | 0.09086779208 |
| Skewness | 32.07091145 |
| Sum | 105729 |
| Variance | 0.142531786 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2195933 | 97.1% | |
| 1 | 43638 | 1.9% | |
| 2 | 12172 | 0.5% | |
| 3 | 4456 | 0.2% | |
| 4 | 2007 | 0.1% | |
| 5 | 1026 | < 0.1% | |
| 6 | 557 | < 0.1% | |
| 7 | 265 | < 0.1% | |
| 8 | 160 | < 0.1% | |
| 9 | 103 | < 0.1% | |
| Other values (32) | 246 | < 0.1% | |
| (Missing) | 138 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 2195933 | 97.1% | |
| 1 | 43638 | 1.9% | |
| 2 | 12172 | 0.5% | |
| 3 | 4456 | 0.2% | |
| 4 | 2007 | 0.1% |
| Value | Count | Frequency (%) | |
| 85 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 61 | 2 | < 0.1% | |
| 53 | 1 | < 0.1% | |
| 52 | 1 | < 0.1% |
| Distinct count | 529972 |
|---|---|
| Unique (%) | 24.2% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 178242.7537 |
|---|---|
| Minimum | 0 |
| Maximum | 9999999 |
| Zeros | 70 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18830 |
| Q1 | 50731 |
| median | 114298.5 |
| Q3 | 257755 |
| 95-th percentile | 510883.8 |
| Maximum | 9999999 |
| Range | 9999999 |
| Interquartile range (IQR) | 207024 |
Descriptive statistics
| Standard deviation | 181574.8147 |
|---|---|
| Coefficient of variation (CV) | 1.018693949 |
| Kurtosis | 84.33085943 |
| Mean | 178242.7537 |
| Median Absolute Deviation (MAD) | 132475.5493 |
| Skewness | 3.829997886 |
| Sum | 3.904215019e+11 |
| Variance | 3.296941332e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 12500 | 716 | < 0.1% | |
| 15000 | 712 | < 0.1% | |
| 15500 | 697 | < 0.1% | |
| 19000 | 696 | < 0.1% | |
| 16000 | 690 | < 0.1% | |
| 16500 | 690 | < 0.1% | |
| 13500 | 690 | < 0.1% | |
| 11000 | 686 | < 0.1% | |
| 13000 | 684 | < 0.1% | |
| 14000 | 684 | < 0.1% | |
| Other values (529962) | 2183447 | 96.6% | |
| (Missing) | 70309 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 70 | < 0.1% | |
| 100 | 1 | < 0.1% | |
| 119 | 1 | < 0.1% | |
| 154 | 1 | < 0.1% | |
| 200 | 16 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999999 | 14 | < 0.1% | |
| 9792792 | 1 | < 0.1% | |
| 9375662 | 1 | < 0.1% | |
| 8700253 | 1 | < 0.1% | |
| 8592561 | 1 | < 0.1% |
| Distinct count | 212777 |
|---|---|
| Unique (%) | 9.6% |
| Missing | 50063 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51022.93846 |
|---|---|
| Minimum | 0 |
| Maximum | 3408095 |
| Zeros | 1584 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6556.85 |
| Q1 | 20892 |
| median | 37864 |
| Q3 | 64350 |
| 95-th percentile | 138768.15 |
| Maximum | 3408095 |
| Range | 3408095 |
| Interquartile range (IQR) | 43458 |
Descriptive statistics
| Standard deviation | 49911.23567 |
|---|---|
| Coefficient of variation (CV) | 0.9782117058 |
| Kurtosis | 65.58390119 |
| Mean | 51022.93846 |
| Median Absolute Deviation (MAD) | 32482.7033 |
| Skewness | 4.236560408 |
| Sum | 1.127932466e+11 |
| Variance | 2491131446 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1584 | 0.1% | |
| 23068 | 59 | < 0.1% | |
| 20275 | 57 | < 0.1% | |
| 24214 | 57 | < 0.1% | |
| 19095 | 56 | < 0.1% | |
| 20346 | 56 | < 0.1% | |
| 22831 | 55 | < 0.1% | |
| 25529 | 55 | < 0.1% | |
| 20317 | 55 | < 0.1% | |
| 25444 | 54 | < 0.1% | |
| Other values (212767) | 2208550 | 97.7% | |
| (Missing) | 50063 | 2.2% |
| Value | Count | Frequency (%) | |
| 0 | 1584 | 0.1% | |
| 1 | 23 | < 0.1% | |
| 2 | 23 | < 0.1% | |
| 3 | 27 | < 0.1% | |
| 4 | 14 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3408095 | 1 | < 0.1% | |
| 2921551 | 1 | < 0.1% | |
| 2698600 | 1 | < 0.1% | |
| 2688920 | 1 | < 0.1% | |
| 2652799 | 1 | < 0.1% |
| Distinct count | 20309 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 50063 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23193.76817 |
|---|---|
| Minimum | 0 |
| Maximum | 1569000 |
| Zeros | 25349 |
| Zeros (%) | 1.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2300 |
| Q1 | 8300 |
| median | 16300 |
| Q3 | 30300 |
| 95-th percentile | 67300 |
| Maximum | 1569000 |
| Range | 1569000 |
| Interquartile range (IQR) | 22000 |
Descriptive statistics
| Standard deviation | 23006.55824 |
|---|---|
| Coefficient of variation (CV) | 0.9919284381 |
| Kurtosis | 29.91804426 |
| Mean | 23193.76817 |
| Median Absolute Deviation (MAD) | 15950.66204 |
| Skewness | 2.990081245 |
| Sum | 5.127302529e+10 |
| Variance | 529301722 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 25349 | 1.1% | |
| 5000 | 16941 | 0.7% | |
| 6000 | 15110 | 0.7% | |
| 10000 | 14744 | 0.7% | |
| 7000 | 14383 | 0.6% | |
| 8000 | 14055 | 0.6% | |
| 4000 | 13985 | 0.6% | |
| 3000 | 13939 | 0.6% | |
| 7500 | 13427 | 0.6% | |
| 9000 | 13175 | 0.6% | |
| Other values (20299) | 2055530 | 90.9% | |
| (Missing) | 50063 | 2.2% |
| Value | Count | Frequency (%) | |
| 0 | 25349 | 1.1% | |
| 100 | 17 | < 0.1% | |
| 200 | 260 | < 0.1% | |
| 250 | 4 | < 0.1% | |
| 251 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1569000 | 1 | < 0.1% | |
| 1105500 | 1 | < 0.1% | |
| 1090700 | 1 | < 0.1% | |
| 834300 | 1 | < 0.1% | |
| 760000 | 1 | < 0.1% |
| Distinct count | 194137 |
|---|---|
| Unique (%) | 8.9% |
| Missing | 70309 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43732.01348 |
|---|---|
| Minimum | 0 |
| Maximum | 2118996 |
| Zeros | 263497 |
| Zeros (%) | 11.7% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15000 |
| median | 32696 |
| Q3 | 58804.25 |
| 95-th percentile | 125348.45 |
| Maximum | 2118996 |
| Range | 2118996 |
| Interquartile range (IQR) | 43804.25 |
Descriptive statistics
| Standard deviation | 45072.98219 |
|---|---|
| Coefficient of variation (CV) | 1.03066332 |
| Kurtosis | 28.28428368 |
| Mean | 43732.01348 |
| Median Absolute Deviation (MAD) | 30898.30452 |
| Skewness | 3.101032113 |
| Sum | 9.579025246e+10 |
| Variance | 2031573724 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 263497 | 11.7% | |
| 10000 | 13338 | 0.6% | |
| 15000 | 10273 | 0.5% | |
| 20000 | 8412 | 0.4% | |
| 5000 | 8160 | 0.4% | |
| 12000 | 6496 | 0.3% | |
| 25000 | 6200 | 0.3% | |
| 6000 | 5494 | 0.2% | |
| 8000 | 5136 | 0.2% | |
| 7000 | 3481 | 0.2% | |
| Other values (194127) | 1859905 | 82.3% | |
| (Missing) | 70309 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 263497 | 11.7% | |
| 36 | 1 | < 0.1% | |
| 44 | 1 | < 0.1% | |
| 59 | 1 | < 0.1% | |
| 75 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2118996 | 1 | < 0.1% | |
| 2101913 | 1 | < 0.1% | |
| 2000000 | 1 | < 0.1% | |
| 1840000 | 1 | < 0.1% | |
| 1736064 | 1 | < 0.1% |
| Distinct count | 56875 |
|---|---|
| Unique (%) | 52.7% |
| Missing | 2152681 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33617.27885 |
|---|---|
| Minimum | 0 |
| Maximum | 1110019 |
| Zeros | 106 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5358 |
| Q1 | 15106.75 |
| median | 26516.5 |
| Q3 | 43769 |
| 95-th percentile | 85002.05 |
| Maximum | 1110019 |
| Range | 1110019 |
| Interquartile range (IQR) | 28662.25 |
Descriptive statistics
| Standard deviation | 28153.87431 |
|---|---|
| Coefficient of variation (CV) | 0.8374822495 |
| Kurtosis | 32.57097407 |
| Mean | 33617.27885 |
| Median Absolute Deviation (MAD) | 19663.50013 |
| Skewness | 3.024207091 |
| Sum | 3631338461 |
| Variance | 792640638.6 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 106 | < 0.1% | |
| 20804 | 10 | < 0.1% | |
| 12149 | 9 | < 0.1% | |
| 26505 | 9 | < 0.1% | |
| 27424 | 9 | < 0.1% | |
| 19973 | 9 | < 0.1% | |
| 10041 | 9 | < 0.1% | |
| 20811 | 9 | < 0.1% | |
| 21072 | 9 | < 0.1% | |
| 13274 | 9 | < 0.1% | |
| Other values (56865) | 107832 | 4.8% | |
| (Missing) | 2152681 | 95.2% |
| Value | Count | Frequency (%) | |
| 0 | 106 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1110019 | 1 | < 0.1% | |
| 517755 | 1 | < 0.1% | |
| 476826 | 1 | < 0.1% | |
| 426860 | 1 | < 0.1% | |
| 412216 | 1 | < 0.1% |
| Distinct count | 62 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 2152680 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 669.7556031 |
|---|---|
| Minimum | 540 |
| Maximum | 845 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 540 |
|---|---|
| 5-th percentile | 595 |
| Q1 | 645 |
| median | 670 |
| Q3 | 695 |
| 95-th percentile | 745 |
| Maximum | 845 |
| Range | 305 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 44.72916274 |
|---|---|
| Coefficient of variation (CV) | 0.0667843054 |
| Kurtosis | 0.5865937386 |
| Mean | 669.7556031 |
| Median Absolute Deviation (MAD) | 34.09873054 |
| Skewness | 0.06325630177 |
| Sum | 72347670 |
| Variance | 2000.698 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 670 | 6015 | 0.3% | |
| 665 | 5759 | 0.3% | |
| 660 | 5708 | 0.3% | |
| 675 | 5499 | 0.2% | |
| 680 | 5255 | 0.2% | |
| 655 | 5107 | 0.2% | |
| 650 | 4832 | 0.2% | |
| 690 | 4757 | 0.2% | |
| 685 | 4618 | 0.2% | |
| 695 | 4305 | 0.2% | |
| Other values (52) | 56166 | 2.5% | |
| (Missing) | 2152680 | 95.2% |
| Value | Count | Frequency (%) | |
| 540 | 262 | < 0.1% | |
| 545 | 259 | < 0.1% | |
| 550 | 300 | < 0.1% | |
| 555 | 356 | < 0.1% | |
| 560 | 381 | < 0.1% |
| Value | Count | Frequency (%) | |
| 845 | 3 | < 0.1% | |
| 840 | 9 | < 0.1% | |
| 835 | 10 | < 0.1% | |
| 830 | 24 | < 0.1% | |
| 825 | 41 | < 0.1% |
| Distinct count | 62 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 2152680 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 673.7556308 |
|---|---|
| Minimum | 544 |
| Maximum | 850 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 544 |
|---|---|
| 5-th percentile | 599 |
| Q1 | 649 |
| median | 674 |
| Q3 | 699 |
| 95-th percentile | 749 |
| Maximum | 850 |
| Range | 306 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 44.72927186 |
|---|---|
| Coefficient of variation (CV) | 0.06638797483 |
| Kurtosis | 0.586709236 |
| Mean | 673.7556308 |
| Median Absolute Deviation (MAD) | 34.0987572 |
| Skewness | 0.06328273252 |
| Sum | 72779757 |
| Variance | 2000.707761 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 674 | 6015 | 0.3% | |
| 669 | 5759 | 0.3% | |
| 664 | 5708 | 0.3% | |
| 679 | 5499 | 0.2% | |
| 684 | 5255 | 0.2% | |
| 659 | 5107 | 0.2% | |
| 654 | 4832 | 0.2% | |
| 694 | 4757 | 0.2% | |
| 689 | 4618 | 0.2% | |
| 699 | 4305 | 0.2% | |
| Other values (52) | 56166 | 2.5% | |
| (Missing) | 2152680 | 95.2% |
| Value | Count | Frequency (%) | |
| 544 | 262 | < 0.1% | |
| 549 | 259 | < 0.1% | |
| 554 | 300 | < 0.1% | |
| 559 | 356 | < 0.1% | |
| 564 | 381 | < 0.1% |
| Value | Count | Frequency (%) | |
| 850 | 3 | < 0.1% | |
| 844 | 9 | < 0.1% | |
| 839 | 10 | < 0.1% | |
| 834 | 24 | < 0.1% | |
| 829 | 41 | < 0.1% |
| Distinct count | 663 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 2152680 |
| Missing (%) | 95.2% |
| Memory size | 17.2 MiB |
| Aug-2006 | 998 |
|---|---|
| Aug-2005 | 894 |
| Sep-2006 | 894 |
| Sep-2005 | 889 |
| Sep-2004 | 848 |
| Other values (658) |
| Value | Count | Frequency (%) | |
| Aug-2006 | 998 | < 0.1% | |
| Aug-2005 | 894 | < 0.1% | |
| Sep-2006 | 894 | < 0.1% | |
| Sep-2005 | 889 | < 0.1% | |
| Sep-2004 | 848 | < 0.1% | |
| Aug-2004 | 822 | < 0.1% | |
| Oct-2005 | 816 | < 0.1% | |
| Aug-2007 | 804 | < 0.1% | |
| Jul-2006 | 768 | < 0.1% | |
| Nov-2005 | 751 | < 0.1% | |
| Other values (653) | 99537 | 4.4% | |
| (Missing) | 2152680 | 95.2% |
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2152680 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6332564964 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 65252 |
| Zeros (%) | 2.9% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9934011556 |
|---|---|
| Coefficient of variation (CV) | 1.56871846 |
| Kurtosis | 5.007834225 |
| Mean | 0.6332564964 |
| Median Absolute Deviation (MAD) | 0.7650596255 |
| Skewness | 2.04610811 |
| Sum | 68405 |
| Variance | 0.986845856 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 65252 | 2.9% | |
| 1 | 26964 | 1.2% | |
| 2 | 9698 | 0.4% | |
| 3 | 3643 | 0.2% | |
| 4 | 1509 | 0.1% | |
| 5 | 650 | < 0.1% | |
| 6 | 305 | < 0.1% | |
| (Missing) | 2152680 | 95.2% |
| Value | Count | Frequency (%) | |
| 0 | 65252 | 2.9% | |
| 1 | 26964 | 1.2% | |
| 2 | 9698 | 0.4% | |
| 3 | 3643 | 0.2% | |
| 4 | 1509 | 0.1% |
| Value | Count | Frequency (%) | |
| 6 | 305 | < 0.1% | |
| 5 | 650 | < 0.1% | |
| 4 | 1509 | 0.1% | |
| 3 | 3643 | 0.2% | |
| 2 | 9698 | 0.4% |
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2152680 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.538997047 |
|---|---|
| Minimum | 0 |
| Maximum | 27 |
| Zeros | 42218 |
| Zeros (%) | 1.9% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.760568571 |
|---|---|
| Coefficient of variation (CV) | 1.143971377 |
| Kurtosis | 3.510018466 |
| Mean | 1.538997047 |
| Median Absolute Deviation (MAD) | 1.413264515 |
| Skewness | 1.451643251 |
| Sum | 166244 |
| Variance | 3.099601694 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 42218 | 1.9% | |
| 1 | 21072 | 0.9% | |
| 2 | 17790 | 0.8% | |
| 3 | 12141 | 0.5% | |
| 4 | 7379 | 0.3% | |
| 5 | 3926 | 0.2% | |
| 6 | 1939 | 0.1% | |
| 7 | 851 | < 0.1% | |
| 8 | 373 | < 0.1% | |
| 9 | 165 | < 0.1% | |
| Other values (13) | 167 | < 0.1% | |
| (Missing) | 2152680 | 95.2% |
| Value | Count | Frequency (%) | |
| 0 | 42218 | 1.9% | |
| 1 | 21072 | 0.9% | |
| 2 | 17790 | 0.8% | |
| 3 | 12141 | 0.5% | |
| 4 | 7379 | 0.3% |
| Value | Count | Frequency (%) | |
| 27 | 1 | < 0.1% | |
| 23 | 1 | < 0.1% | |
| 22 | 1 | < 0.1% | |
| 20 | 1 | < 0.1% | |
| 18 | 2 | < 0.1% |
| Distinct count | 67 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 2152680 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.46945501 |
|---|---|
| Minimum | 0 |
| Maximum | 82 |
| Zeros | 95 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 24 |
| Maximum | 82 |
| Range | 82 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.627271136 |
|---|---|
| Coefficient of variation (CV) | 0.5778191839 |
| Kurtosis | 2.577122093 |
| Mean | 11.46945501 |
| Median Absolute Deviation (MAD) | 5.099225978 |
| Skewness | 1.187173558 |
| Sum | 1238942 |
| Variance | 43.92072271 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 9 | 7711 | 0.3% | |
| 8 | 7690 | 0.3% | |
| 7 | 7336 | 0.3% | |
| 10 | 7297 | 0.3% | |
| 11 | 6786 | 0.3% | |
| 6 | 6640 | 0.3% | |
| 12 | 6331 | 0.3% | |
| 5 | 5889 | 0.3% | |
| 13 | 5623 | 0.2% | |
| 14 | 5030 | 0.2% | |
| Other values (57) | 41688 | 1.8% | |
| (Missing) | 2152680 | 95.2% |
| Value | Count | Frequency (%) | |
| 0 | 95 | < 0.1% | |
| 1 | 1499 | 0.1% | |
| 2 | 2553 | 0.1% | |
| 3 | 3740 | 0.2% | |
| 4 | 4812 | 0.2% |
| Value | Count | Frequency (%) | |
| 82 | 1 | < 0.1% | |
| 73 | 1 | < 0.1% | |
| 67 | 1 | < 0.1% | |
| 66 | 1 | < 0.1% | |
| 65 | 1 | < 0.1% |
| Distinct count | 1216 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 2154517 |
| Missing (%) | 95.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.16910081 |
|---|---|
| Minimum | 0 |
| Maximum | 434.3 |
| Zeros | 1182 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12.4 |
| Q1 | 39.8 |
| median | 60.2 |
| Q3 | 78.6 |
| 95-th percentile | 95.9 |
| Maximum | 434.3 |
| Range | 434.3 |
| Interquartile range (IQR) | 38.8 |
Descriptive statistics
| Standard deviation | 25.54821161 |
|---|---|
| Coefficient of variation (CV) | 0.4392058887 |
| Kurtosis | -0.1960062169 |
| Mean | 58.16910081 |
| Median Absolute Deviation (MAD) | 21.2232064 |
| Skewness | -0.2564452211 |
| Sum | 6176627.8 |
| Variance | 652.7111167 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1182 | 0.1% | |
| 59.4 | 180 | < 0.1% | |
| 62.4 | 179 | < 0.1% | |
| 67.2 | 174 | < 0.1% | |
| 70.1 | 173 | < 0.1% | |
| 77.9 | 172 | < 0.1% | |
| 70.7 | 170 | < 0.1% | |
| 73.5 | 170 | < 0.1% | |
| 68.8 | 170 | < 0.1% | |
| 69.8 | 168 | < 0.1% | |
| Other values (1206) | 103446 | 4.6% | |
| (Missing) | 2154517 | 95.3% |
| Value | Count | Frequency (%) | |
| 0 | 1182 | 0.1% | |
| 0.1 | 58 | < 0.1% | |
| 0.2 | 36 | < 0.1% | |
| 0.3 | 42 | < 0.1% | |
| 0.4 | 33 | < 0.1% |
| Value | Count | Frequency (%) | |
| 434.3 | 1 | < 0.1% | |
| 235.3 | 1 | < 0.1% | |
| 212.6 | 1 | < 0.1% | |
| 191 | 1 | < 0.1% | |
| 184.2 | 1 | < 0.1% |
| Distinct count | 40 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2152680 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.010553503 |
|---|---|
| Minimum | 0 |
| Maximum | 43 |
| Zeros | 14376 |
| Zeros (%) | 0.6% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 43 |
| Range | 43 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.275893064 |
|---|---|
| Coefficient of variation (CV) | 1.088136471 |
| Kurtosis | 11.81614557 |
| Mean | 3.010553503 |
| Median Absolute Deviation (MAD) | 2.133439053 |
| Skewness | 2.800302479 |
| Sum | 325203 |
| Variance | 10.73147537 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 24089 | 1.1% | |
| 2 | 23099 | 1.0% | |
| 3 | 16430 | 0.7% | |
| 0 | 14376 | 0.6% | |
| 4 | 9942 | 0.4% | |
| 5 | 5905 | 0.3% | |
| 6 | 3593 | 0.2% | |
| 7 | 2361 | 0.1% | |
| 8 | 1684 | 0.1% | |
| 9 | 1307 | 0.1% | |
| Other values (30) | 5235 | 0.2% | |
| (Missing) | 2152680 | 95.2% |
| Value | Count | Frequency (%) | |
| 0 | 14376 | 0.6% | |
| 1 | 24089 | 1.1% | |
| 2 | 23099 | 1.0% | |
| 3 | 16430 | 0.7% | |
| 4 | 9942 | 0.4% |
| Value | Count | Frequency (%) | |
| 43 | 1 | < 0.1% | |
| 39 | 4 | < 0.1% | |
| 38 | 1 | < 0.1% | |
| 36 | 1 | < 0.1% | |
| 35 | 1 | < 0.1% |
| Distinct count | 86 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 2152680 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.53307227 |
|---|---|
| Minimum | 0 |
| Maximum | 106 |
| Zeros | 580 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| median | 11 |
| Q3 | 17 |
| 95-th percentile | 28 |
| Maximum | 106 |
| Range | 106 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.150963551 |
|---|---|
| Coefficient of variation (CV) | 0.650356383 |
| Kurtosis | 3.823558297 |
| Mean | 12.53307227 |
| Median Absolute Deviation (MAD) | 6.191995033 |
| Skewness | 1.429661781 |
| Sum | 1353835 |
| Variance | 66.43820681 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 8 | 6639 | 0.3% | |
| 9 | 6543 | 0.3% | |
| 7 | 6473 | 0.3% | |
| 10 | 6282 | 0.3% | |
| 6 | 6221 | 0.3% | |
| 11 | 5880 | 0.3% | |
| 5 | 5619 | 0.2% | |
| 12 | 5569 | 0.2% | |
| 13 | 5178 | 0.2% | |
| 4 | 4922 | 0.2% | |
| Other values (76) | 48695 | 2.2% | |
| (Missing) | 2152680 | 95.2% |
| Value | Count | Frequency (%) | |
| 0 | 580 | < 0.1% | |
| 1 | 1741 | 0.1% | |
| 2 | 2730 | 0.1% | |
| 3 | 3822 | 0.2% | |
| 4 | 4922 | 0.2% |
| Value | Count | Frequency (%) | |
| 106 | 1 | < 0.1% | |
| 96 | 1 | < 0.1% | |
| 95 | 1 | < 0.1% | |
| 92 | 1 | < 0.1% | |
| 90 | 1 | < 0.1% |
| Distinct count | 22 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2152680 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0463520982 |
|---|---|
| Minimum | 0 |
| Maximum | 21 |
| Zeros | 105117 |
| Zeros (%) | 4.6% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4114960112 |
|---|---|
| Coefficient of variation (CV) | 8.877613467 |
| Kurtosis | 640.9638779 |
| Mean | 0.0463520982 |
| Median Absolute Deviation (MAD) | 0.09021196817 |
| Skewness | 20.27699345 |
| Sum | 5007 |
| Variance | 0.1693289673 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 105117 | 4.6% | |
| 1 | 2073 | 0.1% | |
| 2 | 429 | < 0.1% | |
| 3 | 146 | < 0.1% | |
| 4 | 90 | < 0.1% | |
| 5 | 57 | < 0.1% | |
| 6 | 30 | < 0.1% | |
| 7 | 20 | < 0.1% | |
| 10 | 14 | < 0.1% | |
| 8 | 12 | < 0.1% | |
| Other values (12) | 33 | < 0.1% | |
| (Missing) | 2152680 | 95.2% |
| Value | Count | Frequency (%) | |
| 0 | 105117 | 4.6% | |
| 1 | 2073 | 0.1% | |
| 2 | 429 | < 0.1% | |
| 3 | 146 | < 0.1% | |
| 4 | 90 | < 0.1% |
| Value | Count | Frequency (%) | |
| 21 | 2 | < 0.1% | |
| 20 | 2 | < 0.1% | |
| 19 | 1 | < 0.1% | |
| 18 | 2 | < 0.1% | |
| 17 | 2 | < 0.1% |
| Distinct count | 18 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2152680 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07756825062 |
|---|---|
| Minimum | 0 |
| Maximum | 23 |
| Zeros | 101793 |
| Zeros (%) | 4.5% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4079956247 |
|---|---|
| Coefficient of variation (CV) | 5.25982759 |
| Kurtosis | 362.2128631 |
| Mean | 0.07756825062 |
| Median Absolute Deviation (MAD) | 0.1461920355 |
| Skewness | 13.30092154 |
| Sum | 8379 |
| Variance | 0.1664604298 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 101793 | 4.5% | |
| 1 | 5039 | 0.2% | |
| 2 | 799 | < 0.1% | |
| 3 | 204 | < 0.1% | |
| 4 | 79 | < 0.1% | |
| 5 | 31 | < 0.1% | |
| 6 | 25 | < 0.1% | |
| 8 | 15 | < 0.1% | |
| 10 | 11 | < 0.1% | |
| 7 | 7 | < 0.1% | |
| Other values (8) | 18 | < 0.1% | |
| (Missing) | 2152680 | 95.2% |
| Value | Count | Frequency (%) | |
| 0 | 101793 | 4.5% | |
| 1 | 5039 | 0.2% | |
| 2 | 799 | < 0.1% | |
| 3 | 204 | < 0.1% | |
| 4 | 79 | < 0.1% |
| Value | Count | Frequency (%) | |
| 23 | 1 | < 0.1% | |
| 19 | 1 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 15 | 2 | < 0.1% |
| Distinct count | 140 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 2224759 |
| Missing (%) | 98.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.93792777 |
|---|---|
| Minimum | 0 |
| Maximum | 185 |
| Zeros | 399 |
| Zeros (%) | < 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 16 |
| median | 36 |
| Q3 | 56 |
| 95-th percentile | 76 |
| Maximum | 185 |
| Range | 185 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 23.92458363 |
|---|---|
| Coefficient of variation (CV) | 0.6476969629 |
| Kurtosis | -0.7008442253 |
| Mean | 36.93792777 |
| Median Absolute Deviation (MAD) | 20.34738778 |
| Skewness | 0.28522913 |
| Sum | 1327623 |
| Variance | 572.385702 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 1104 | < 0.1% | |
| 2 | 633 | < 0.1% | |
| 8 | 575 | < 0.1% | |
| 5 | 552 | < 0.1% | |
| 13 | 523 | < 0.1% | |
| 9 | 522 | < 0.1% | |
| 4 | 509 | < 0.1% | |
| 15 | 509 | < 0.1% | |
| 43 | 507 | < 0.1% | |
| 14 | 504 | < 0.1% | |
| Other values (130) | 30004 | 1.3% | |
| (Missing) | 2224759 | 98.4% |
| Value | Count | Frequency (%) | |
| 0 | 399 | < 0.1% | |
| 1 | 1104 | < 0.1% | |
| 2 | 633 | < 0.1% | |
| 3 | 484 | < 0.1% | |
| 4 | 509 | < 0.1% |
| Value | Count | Frequency (%) | |
| 185 | 1 | < 0.1% | |
| 159 | 1 | < 0.1% | |
| 153 | 1 | < 0.1% | |
| 147 | 1 | < 0.1% | |
| 143 | 1 | < 0.1% |
hardship_flag
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| N | |
|---|---|
| Y | 832 |
| (Missing) | 33 |
| Value | Count | Frequency (%) | |
| N | 2259836 | > 99.9% | |
| Y | 832 | < 0.1% | |
| (Missing) | 33 | < 0.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Memory size | 17.2 MiB |
| INTEREST ONLY-3 MONTHS DEFERRAL |
|---|
| Value | Count | Frequency (%) | |
| INTEREST ONLY-3 MONTHS DEFERRAL | 10917 | 0.5% | |
| (Missing) | 2249784 | 99.5% |
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Memory size | 17.2 MiB |
| NATURAL_DISASTER | |
|---|---|
| EXCESSIVE_OBLIGATIONS | |
| UNEMPLOYMENT | |
| INCOME_CURTAILMENT | |
| MEDICAL | |
| Other values (4) |
| Value | Count | Frequency (%) | |
| NATURAL_DISASTER | 2965 | 0.1% | |
| EXCESSIVE_OBLIGATIONS | 2155 | 0.1% | |
| UNEMPLOYMENT | 1923 | 0.1% | |
| INCOME_CURTAILMENT | 1321 | 0.1% | |
| MEDICAL | 1294 | 0.1% | |
| REDUCED_HOURS | 662 | < 0.1% | |
| DIVORCE | 225 | < 0.1% | |
| FAMILY_DEATH | 214 | < 0.1% | |
| DISABILITY | 158 | < 0.1% | |
| (Missing) | 2249784 | 99.5% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Memory size | 17.2 MiB |
| COMPLETED | |
|---|---|
| BROKEN | |
| ACTIVE | 832 |
| Value | Count | Frequency (%) | |
| COMPLETED | 7819 | 0.3% | |
| BROKEN | 2266 | 0.1% | |
| ACTIVE | 832 | < 0.1% | |
| (Missing) | 2249784 | 99.5% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Memory size | 17.2 MiB |
| 3 |
|---|
| Value | Count | Frequency (%) | |
| 3 | 10917 | 0.5% | |
| (Missing) | 2249784 | 99.5% |
| Distinct count | 9162 |
|---|---|
| Unique (%) | 83.9% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 155.0459806 |
|---|---|
| Minimum | 0.64 |
| Maximum | 943.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0.64 |
|---|---|
| 5-th percentile | 21.068 |
| Q1 | 59.44 |
| median | 119.14 |
| Q3 | 213.26 |
| 95-th percentile | 411.056 |
| Maximum | 943.94 |
| Range | 943.3 |
| Interquartile range (IQR) | 153.82 |
Descriptive statistics
| Standard deviation | 129.0405941 |
|---|---|
| Coefficient of variation (CV) | 0.8322730688 |
| Kurtosis | 3.256810044 |
| Mean | 155.0459806 |
| Median Absolute Deviation (MAD) | 97.86550616 |
| Skewness | 1.59871819 |
| Sum | 1692636.97 |
| Variance | 16651.47492 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 94.59 | 5 | < 0.1% | |
| 69.9 | 5 | < 0.1% | |
| 53.05 | 5 | < 0.1% | |
| 132.33 | 5 | < 0.1% | |
| 48.56 | 5 | < 0.1% | |
| 101.15 | 4 | < 0.1% | |
| 150.88 | 4 | < 0.1% | |
| 63.88 | 4 | < 0.1% | |
| 93.95 | 4 | < 0.1% | |
| 14.73 | 4 | < 0.1% | |
| Other values (9152) | 10872 | 0.5% | |
| (Missing) | 2249784 | 99.5% |
| Value | Count | Frequency (%) | |
| 0.64 | 1 | < 0.1% | |
| 1.47 | 1 | < 0.1% | |
| 1.61 | 1 | < 0.1% | |
| 2.02 | 1 | < 0.1% | |
| 2.15 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 943.94 | 1 | < 0.1% | |
| 923.4 | 1 | < 0.1% | |
| 893.63 | 1 | < 0.1% | |
| 893.05 | 1 | < 0.1% | |
| 845.22 | 1 | < 0.1% |
| Distinct count | 27 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Memory size | 17.2 MiB |
| Sep-2017 | |
|---|---|
| Oct-2017 | 1077 |
| Oct-2018 | 594 |
| Nov-2017 | 466 |
| Aug-2018 | 463 |
| Other values (22) |
| Value | Count | Frequency (%) | |
| Sep-2017 | 2444 | 0.1% | |
| Oct-2017 | 1077 | < 0.1% | |
| Oct-2018 | 594 | < 0.1% | |
| Nov-2017 | 466 | < 0.1% | |
| Aug-2018 | 463 | < 0.1% | |
| Jan-2019 | 431 | < 0.1% | |
| Sep-2018 | 422 | < 0.1% | |
| Nov-2018 | 420 | < 0.1% | |
| Jun-2017 | 400 | < 0.1% | |
| May-2017 | 373 | < 0.1% | |
| Other values (17) | 3827 | 0.2% | |
| (Missing) | 2249784 | 99.5% |
| Distinct count | 28 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Memory size | 17.2 MiB |
| Dec-2017 | |
|---|---|
| Nov-2017 | |
| Jan-2018 | 749 |
| Jan-2019 | 517 |
| Dec-2018 | 509 |
| Other values (23) |
| Value | Count | Frequency (%) | |
| Dec-2017 | 1756 | 0.1% | |
| Nov-2017 | 1325 | 0.1% | |
| Jan-2018 | 749 | < 0.1% | |
| Jan-2019 | 517 | < 0.1% | |
| Dec-2018 | 509 | < 0.1% | |
| Mar-2019 | 468 | < 0.1% | |
| Nov-2018 | 413 | < 0.1% | |
| Feb-2018 | 401 | < 0.1% | |
| Oct-2018 | 397 | < 0.1% | |
| Oct-2017 | 396 | < 0.1% | |
| Other values (18) | 3986 | 0.2% | |
| (Missing) | 2249784 | 99.5% |
| Distinct count | 27 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Memory size | 17.2 MiB |
| Sep-2017 | |
|---|---|
| Oct-2017 | |
| Nov-2017 | 640 |
| Oct-2018 | 538 |
| Nov-2018 | 481 |
| Other values (22) |
| Value | Count | Frequency (%) | |
| Sep-2017 | 1715 | 0.1% | |
| Oct-2017 | 1629 | 0.1% | |
| Nov-2017 | 640 | < 0.1% | |
| Oct-2018 | 538 | < 0.1% | |
| Nov-2018 | 481 | < 0.1% | |
| Aug-2018 | 456 | < 0.1% | |
| Sep-2018 | 416 | < 0.1% | |
| Dec-2017 | 413 | < 0.1% | |
| Jun-2017 | 394 | < 0.1% | |
| Feb-2019 | 387 | < 0.1% | |
| Other values (17) | 3848 | 0.2% | |
| (Missing) | 2249784 | 99.5% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Memory size | 17.2 MiB |
| 3 |
|---|
| Value | Count | Frequency (%) | |
| 3 | 10917 | 0.5% | |
| (Missing) | 2249784 | 99.5% |
| Distinct count | 34 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.74388568 |
|---|---|
| Minimum | 0 |
| Maximum | 37 |
| Zeros | 2402 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 15 |
| Q3 | 22 |
| 95-th percentile | 28 |
| Maximum | 37 |
| Range | 37 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 9.671178203 |
|---|---|
| Coefficient of variation (CV) | 0.7036713216 |
| Kurtosis | -1.298887335 |
| Mean | 13.74388568 |
| Median Absolute Deviation (MAD) | 8.42185485 |
| Skewness | -0.132871902 |
| Sum | 150042 |
| Variance | 93.53168783 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2402 | 0.1% | |
| 26 | 425 | < 0.1% | |
| 23 | 423 | < 0.1% | |
| 25 | 419 | < 0.1% | |
| 20 | 394 | < 0.1% | |
| 16 | 386 | < 0.1% | |
| 11 | 381 | < 0.1% | |
| 22 | 375 | < 0.1% | |
| 17 | 372 | < 0.1% | |
| 27 | 363 | < 0.1% | |
| Other values (24) | 4977 | 0.2% | |
| (Missing) | 2249784 | 99.5% |
| Value | Count | Frequency (%) | |
| 0 | 2402 | 0.1% | |
| 1 | 47 | < 0.1% | |
| 2 | 53 | < 0.1% | |
| 3 | 67 | < 0.1% | |
| 4 | 84 | < 0.1% |
| Value | Count | Frequency (%) | |
| 37 | 1 | < 0.1% | |
| 32 | 4 | < 0.1% | |
| 31 | 2 | < 0.1% | |
| 30 | 29 | < 0.1% | |
| 29 | 268 | < 0.1% |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Memory size | 17.2 MiB |
| Late (16-30 days) | |
|---|---|
| In Grace Period | |
| Current | |
| Late (31-120 days) | 451 |
| Issued | 15 |
| Value | Count | Frequency (%) | |
| Late (16-30 days) | 4770 | 0.2% | |
| In Grace Period | 2912 | 0.1% | |
| Current | 2769 | 0.1% | |
| Late (31-120 days) | 451 | < 0.1% | |
| Issued | 15 | < 0.1% | |
| (Missing) | 2249784 | 99.5% |
| Distinct count | 7487 |
|---|---|
| Unique (%) | 86.5% |
| Missing | 2252050 |
| Missing (%) | 99.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 454.7980892 |
|---|---|
| Minimum | 1.92 |
| Maximum | 2680.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 1.92 |
|---|---|
| 5-th percentile | 62.13 |
| Q1 | 175.23 |
| median | 352.77 |
| Q3 | 620.175 |
| 95-th percentile | 1189.005 |
| Maximum | 2680.89 |
| Range | 2678.97 |
| Interquartile range (IQR) | 444.945 |
Descriptive statistics
| Standard deviation | 375.3855001 |
|---|---|
| Coefficient of variation (CV) | 0.8253893518 |
| Kurtosis | 3.248800957 |
| Mean | 454.7980892 |
| Median Absolute Deviation (MAD) | 284.6419129 |
| Skewness | 1.588220317 |
| Sum | 3934458.27 |
| Variance | 140914.2737 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 283.77 | 5 | < 0.1% | |
| 396.99 | 5 | < 0.1% | |
| 186.9 | 4 | < 0.1% | |
| 200.37 | 4 | < 0.1% | |
| 209.7 | 4 | < 0.1% | |
| 237.78 | 4 | < 0.1% | |
| 145.68 | 4 | < 0.1% | |
| 268.14 | 4 | < 0.1% | |
| 163.65 | 4 | < 0.1% | |
| 174 | 4 | < 0.1% | |
| Other values (7477) | 8609 | 0.4% | |
| (Missing) | 2252050 | 99.6% |
| Value | Count | Frequency (%) | |
| 1.92 | 1 | < 0.1% | |
| 4.41 | 1 | < 0.1% | |
| 6.06 | 1 | < 0.1% | |
| 6.45 | 1 | < 0.1% | |
| 10.17 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2680.89 | 1 | < 0.1% | |
| 2679.15 | 1 | < 0.1% | |
| 2535.66 | 1 | < 0.1% | |
| 2513.04 | 1 | < 0.1% | |
| 2486.94 | 1 | < 0.1% |
| Distinct count | 10893 |
|---|---|
| Unique (%) | 99.8% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11636.88394 |
|---|---|
| Minimum | 55.73 |
| Maximum | 40306.41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 55.73 |
|---|---|
| 5-th percentile | 2183.706 |
| Q1 | 5627 |
| median | 10028.39 |
| Q3 | 16151.89 |
| 95-th percentile | 26860.882 |
| Maximum | 40306.41 |
| Range | 40250.68 |
| Interquartile range (IQR) | 10524.89 |
Descriptive statistics
| Standard deviation | 7625.988281 |
|---|---|
| Coefficient of variation (CV) | 0.6553290657 |
| Kurtosis | 0.1998384506 |
| Mean | 11636.88394 |
| Median Absolute Deviation (MAD) | 6159.273375 |
| Skewness | 0.8645866635 |
| Sum | 127039862 |
| Variance | 58155697.26 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 10747.75 | 2 | < 0.1% | |
| 9599.86 | 2 | < 0.1% | |
| 8234.71 | 2 | < 0.1% | |
| 8339.75 | 2 | < 0.1% | |
| 8237.68 | 2 | < 0.1% | |
| 9531.41 | 2 | < 0.1% | |
| 2825 | 2 | < 0.1% | |
| 17515.5 | 2 | < 0.1% | |
| 4651.48 | 2 | < 0.1% | |
| 6627.94 | 2 | < 0.1% | |
| Other values (10883) | 10897 | 0.5% | |
| (Missing) | 2249784 | 99.5% |
| Value | Count | Frequency (%) | |
| 55.73 | 1 | < 0.1% | |
| 174.15 | 1 | < 0.1% | |
| 191.12 | 1 | < 0.1% | |
| 193.98 | 1 | < 0.1% | |
| 206.97 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 40306.41 | 1 | < 0.1% | |
| 40149.35 | 1 | < 0.1% | |
| 39746.94 | 1 | < 0.1% | |
| 39542.45 | 1 | < 0.1% | |
| 38824.41 | 1 | < 0.1% |
| Distinct count | 9045 |
|---|---|
| Unique (%) | 82.9% |
| Missing | 2249784 |
| Missing (%) | 99.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 193.9943208 |
|---|---|
| Minimum | 0.01 |
| Maximum | 1407.86 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 44.44 |
| median | 133.16 |
| Q3 | 284.19 |
| 95-th percentile | 596.326 |
| Maximum | 1407.86 |
| Range | 1407.85 |
| Interquartile range (IQR) | 239.75 |
Descriptive statistics
| Standard deviation | 198.6294958 |
|---|---|
| Coefficient of variation (CV) | 1.023893354 |
| Kurtosis | 3.251575683 |
| Mean | 193.9943208 |
| Median Absolute Deviation (MAD) | 151.7030133 |
| Skewness | 1.626587167 |
| Sum | 2117836 |
| Variance | 39453.67661 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.02 | 25 | < 0.1% | |
| 0.03 | 25 | < 0.1% | |
| 0.12 | 23 | < 0.1% | |
| 0.11 | 23 | < 0.1% | |
| 0.1 | 21 | < 0.1% | |
| 0.05 | 21 | < 0.1% | |
| 0.04 | 20 | < 0.1% | |
| 0.09 | 18 | < 0.1% | |
| 0.07 | 18 | < 0.1% | |
| 0.13 | 17 | < 0.1% | |
| Other values (9035) | 10706 | 0.5% | |
| (Missing) | 2249784 | 99.5% |
| Value | Count | Frequency (%) | |
| 0.01 | 16 | < 0.1% | |
| 0.02 | 25 | < 0.1% | |
| 0.03 | 25 | < 0.1% | |
| 0.04 | 20 | < 0.1% | |
| 0.05 | 21 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1407.86 | 1 | < 0.1% | |
| 1377.17 | 1 | < 0.1% | |
| 1291.21 | 1 | < 0.1% | |
| 1290.59 | 1 | < 0.1% | |
| 1283.9 | 1 | < 0.1% |
disbursement_method
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| Cash | |
|---|---|
| DirectPay | 78122 |
| Value | Count | Frequency (%) | |
| Cash | 2182546 | 96.5% | |
| DirectPay | 78122 | 3.5% | |
| (Missing) | 33 | < 0.1% |
debt_settlement_flag
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | < 0.1% |
| Memory size | 17.2 MiB |
| N | |
|---|---|
| Y | 34246 |
| (Missing) | 33 |
| Value | Count | Frequency (%) | |
| N | 2226422 | 98.5% | |
| Y | 34246 | 1.5% | |
| (Missing) | 33 | < 0.1% |
| Distinct count | 83 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 2226455 |
| Missing (%) | 98.5% |
| Memory size | 17.2 MiB |
| Feb-2019 | 2606 |
|---|---|
| Mar-2019 | 2528 |
| Jan-2019 | 2524 |
| Oct-2018 | 2324 |
| Dec-2018 | 2252 |
| Other values (78) |
| Value | Count | Frequency (%) | |
| Feb-2019 | 2606 | 0.1% | |
| Mar-2019 | 2528 | 0.1% | |
| Jan-2019 | 2524 | 0.1% | |
| Oct-2018 | 2324 | 0.1% | |
| Dec-2018 | 2252 | 0.1% | |
| Nov-2018 | 2186 | 0.1% | |
| Aug-2018 | 1978 | 0.1% | |
| Jun-2018 | 1864 | 0.1% | |
| Jul-2018 | 1530 | 0.1% | |
| Sep-2018 | 1524 | 0.1% | |
| Other values (73) | 12930 | 0.6% | |
| (Missing) | 2226455 | 98.5% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2226455 |
| Missing (%) | 98.5% |
| Memory size | 17.2 MiB |
| ACTIVE | |
|---|---|
| COMPLETE | |
| BROKEN |
| Value | Count | Frequency (%) | |
| ACTIVE | 14704 | 0.7% | |
| COMPLETE | 14505 | 0.6% | |
| BROKEN | 5037 | 0.2% | |
| (Missing) | 2226455 | 98.5% |
| Distinct count | 90 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 2226455 |
| Missing (%) | 98.5% |
| Memory size | 17.2 MiB |
| Jan-2019 | 1710 |
|---|---|
| Oct-2018 | 1526 |
| Feb-2019 | 1424 |
| Mar-2018 | 1406 |
| Sep-2018 | 1404 |
| Other values (85) |
| Value | Count | Frequency (%) | |
| Jan-2019 | 1710 | 0.1% | |
| Oct-2018 | 1526 | 0.1% | |
| Feb-2019 | 1424 | 0.1% | |
| Mar-2018 | 1406 | 0.1% | |
| Sep-2018 | 1404 | 0.1% | |
| Nov-2018 | 1397 | 0.1% | |
| Jun-2018 | 1395 | 0.1% | |
| Jan-2018 | 1390 | 0.1% | |
| Aug-2018 | 1384 | 0.1% | |
| May-2018 | 1357 | 0.1% | |
| Other values (80) | 19853 | 0.9% | |
| (Missing) | 2226455 | 98.5% |
| Distinct count | 21941 |
|---|---|
| Unique (%) | 64.1% |
| Missing | 2226455 |
| Missing (%) | 98.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5010.664267 |
|---|---|
| Minimum | 44.21 |
| Maximum | 33601 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 44.21 |
|---|---|
| 5-th percentile | 780 |
| Q1 | 2208 |
| median | 4146.11 |
| Q3 | 6850.1725 |
| 95-th percentile | 12351.3025 |
| Maximum | 33601 |
| Range | 33556.79 |
| Interquartile range (IQR) | 4642.1725 |
Descriptive statistics
| Standard deviation | 3693.12259 |
|---|---|
| Coefficient of variation (CV) | 0.7370524931 |
| Kurtosis | 2.176044134 |
| Mean | 5010.664267 |
| Median Absolute Deviation (MAD) | 2865.788189 |
| Skewness | 1.311380368 |
| Sum | 171595208.5 |
| Variance | 13639154.47 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 5000 | 65 | < 0.1% | |
| 4000 | 52 | < 0.1% | |
| 6000 | 50 | < 0.1% | |
| 3000 | 50 | < 0.1% | |
| 10000 | 46 | < 0.1% | |
| 8000 | 45 | < 0.1% | |
| 7000 | 41 | < 0.1% | |
| 3500 | 39 | < 0.1% | |
| 6500 | 37 | < 0.1% | |
| 9000 | 35 | < 0.1% | |
| Other values (21931) | 33786 | 1.5% | |
| (Missing) | 2226455 | 98.5% |
| Value | Count | Frequency (%) | |
| 44.21 | 1 | < 0.1% | |
| 60.84 | 1 | < 0.1% | |
| 82.96 | 1 | < 0.1% | |
| 107 | 1 | < 0.1% | |
| 120 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 33601 | 1 | < 0.1% | |
| 30000 | 1 | < 0.1% | |
| 28503 | 1 | < 0.1% | |
| 28000 | 1 | < 0.1% | |
| 27850 | 1 | < 0.1% |
| Distinct count | 2070 |
|---|---|
| Unique (%) | 6.0% |
| Missing | 2226455 |
| Missing (%) | 98.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.78036501 |
|---|---|
| Minimum | 0.2 |
| Maximum | 521.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 45 |
| median | 45 |
| Q3 | 50 |
| 95-th percentile | 60.01 |
| Maximum | 521.35 |
| Range | 521.15 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 7.311821706 |
|---|---|
| Coefficient of variation (CV) | 0.153029842 |
| Kurtosis | 522.6570965 |
| Mean | 47.78036501 |
| Median Absolute Deviation (MAD) | 4.889286127 |
| Skewness | 9.117278087 |
| Sum | 1636286.38 |
| Variance | 53.46273666 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 45 | 11919 | 0.5% | |
| 50 | 5698 | 0.3% | |
| 40 | 2212 | 0.1% | |
| 45.01 | 1679 | 0.1% | |
| 60 | 1310 | 0.1% | |
| 55 | 1143 | 0.1% | |
| 50.01 | 1036 | < 0.1% | |
| 44.99 | 869 | < 0.1% | |
| 65 | 686 | < 0.1% | |
| 49.99 | 484 | < 0.1% | |
| Other values (2060) | 7210 | 0.3% | |
| (Missing) | 2226455 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.2 | 1 | < 0.1% | |
| 0.45 | 1 | < 0.1% | |
| 0.55 | 1 | < 0.1% | |
| 0.65 | 1 | < 0.1% | |
| 10.69 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 521.35 | 1 | < 0.1% | |
| 184.36 | 1 | < 0.1% | |
| 166.67 | 1 | < 0.1% | |
| 100 | 3 | < 0.1% | |
| 98.57 | 1 | < 0.1% |
| Distinct count | 40 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 2226455 |
| Missing (%) | 98.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.19132161 |
|---|---|
| Minimum | 0 |
| Maximum | 181 |
| Zeros | 2727 |
| Zeros (%) | 0.1% |
| Memory size | 17.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 14 |
| Q3 | 18 |
| 95-th percentile | 24 |
| Maximum | 181 |
| Range | 181 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.159979582 |
|---|---|
| Coefficient of variation (CV) | 0.6185869635 |
| Kurtosis | 5.645983917 |
| Mean | 13.19132161 |
| Median Absolute Deviation (MAD) | 6.867344646 |
| Skewness | 0.1679064306 |
| Sum | 451750 |
| Variance | 66.58526678 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 18 | 6977 | 0.3% | |
| 24 | 6387 | 0.3% | |
| 12 | 4830 | 0.2% | |
| 1 | 3141 | 0.1% | |
| 0 | 2727 | 0.1% | |
| 6 | 1979 | 0.1% | |
| 16 | 1427 | 0.1% | |
| 10 | 1196 | 0.1% | |
| 8 | 1091 | < 0.1% | |
| 14 | 963 | < 0.1% | |
| Other values (30) | 3528 | 0.2% | |
| (Missing) | 2226455 | 98.5% |
| Value | Count | Frequency (%) | |
| 0 | 2727 | 0.1% | |
| 1 | 3141 | 0.1% | |
| 2 | 282 | < 0.1% | |
| 3 | 247 | < 0.1% | |
| 4 | 533 | < 0.1% |
| Value | Count | Frequency (%) | |
| 181 | 1 | < 0.1% | |
| 118 | 1 | < 0.1% | |
| 112 | 1 | < 0.1% | |
| 65 | 3 | < 0.1% | |
| 60 | 1 | < 0.1% |
First rows
| id | member_id | loan_amnt | funded_amnt | funded_amnt_inv | term | int_rate | installment | grade | sub_grade | emp_title | emp_length | home_ownership | annual_inc | verification_status | issue_d | loan_status | pymnt_plan | url | desc | purpose | title | zip_code | addr_state | dti | delinq_2yrs | earliest_cr_line | fico_range_low | fico_range_high | inq_last_6mths | mths_since_last_delinq | mths_since_last_record | open_acc | pub_rec | revol_bal | revol_util | total_acc | initial_list_status | out_prncp | out_prncp_inv | total_pymnt | total_pymnt_inv | total_rec_prncp | total_rec_int | total_rec_late_fee | recoveries | collection_recovery_fee | last_pymnt_d | last_pymnt_amnt | next_pymnt_d | last_credit_pull_d | last_fico_range_high | last_fico_range_low | collections_12_mths_ex_med | mths_since_last_major_derog | policy_code | application_type | annual_inc_joint | dti_joint | verification_status_joint | acc_now_delinq | tot_coll_amt | tot_cur_bal | open_acc_6m | open_act_il | open_il_12m | open_il_24m | mths_since_rcnt_il | total_bal_il | il_util | open_rv_12m | open_rv_24m | max_bal_bc | all_util | total_rev_hi_lim | inq_fi | total_cu_tl | inq_last_12m | acc_open_past_24mths | avg_cur_bal | bc_open_to_buy | bc_util | chargeoff_within_12_mths | delinq_amnt | mo_sin_old_il_acct | mo_sin_old_rev_tl_op | mo_sin_rcnt_rev_tl_op | mo_sin_rcnt_tl | mort_acc | mths_since_recent_bc | mths_since_recent_bc_dlq | mths_since_recent_inq | mths_since_recent_revol_delinq | num_accts_ever_120_pd | num_actv_bc_tl | num_actv_rev_tl | num_bc_sats | num_bc_tl | num_il_tl | num_op_rev_tl | num_rev_accts | num_rev_tl_bal_gt_0 | num_sats | num_tl_120dpd_2m | num_tl_30dpd | num_tl_90g_dpd_24m | num_tl_op_past_12m | pct_tl_nvr_dlq | percent_bc_gt_75 | pub_rec_bankruptcies | tax_liens | tot_hi_cred_lim | total_bal_ex_mort | total_bc_limit | total_il_high_credit_limit | revol_bal_joint | sec_app_fico_range_low | sec_app_fico_range_high | sec_app_earliest_cr_line | sec_app_inq_last_6mths | sec_app_mort_acc | sec_app_open_acc | sec_app_revol_util | sec_app_open_act_il | sec_app_num_rev_accts | sec_app_chargeoff_within_12_mths | sec_app_collections_12_mths_ex_med | sec_app_mths_since_last_major_derog | hardship_flag | hardship_type | hardship_reason | hardship_status | deferral_term | hardship_amount | hardship_start_date | hardship_end_date | payment_plan_start_date | hardship_length | hardship_dpd | hardship_loan_status | orig_projected_additional_accrued_interest | hardship_payoff_balance_amount | hardship_last_payment_amount | disbursement_method | debt_settlement_flag | debt_settlement_flag_date | settlement_status | settlement_date | settlement_amount | settlement_percentage | settlement_term | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 68407277 | NaN | 3600.0 | 3600.0 | 3600.0 | 36 months | 13.99 | 123.03 | C | C4 | leadman | 10+ years | MORTGAGE | 55000.0 | Not Verified | Dec-2015 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=68407277 | NaN | debt_consolidation | Debt consolidation | 190xx | PA | 5.91 | 0.0 | Aug-2003 | 675.0 | 679.0 | 1.0 | 30.0 | NaN | 7.0 | 0.0 | 2765.0 | 29.7 | 13.0 | w | 0.00 | 0.00 | 4421.723917 | 4421.72 | 3600.00 | 821.72 | 0.0 | 0.0 | 0.0 | Jan-2019 | 122.67 | NaN | Mar-2019 | 564.0 | 560.0 | 0.0 | 30.0 | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 722.0 | 144904.0 | 2.0 | 2.0 | 0.0 | 1.0 | 21.0 | 4981.0 | 36.0 | 3.0 | 3.0 | 722.0 | 34.0 | 9300.0 | 3.0 | 1.0 | 4.0 | 4.0 | 20701.0 | 1506.0 | 37.2 | 0.0 | 0.0 | 148.0 | 128.0 | 3.0 | 3.0 | 1.0 | 4.0 | 69.0 | 4.0 | 69.0 | 2.0 | 2.0 | 4.0 | 2.0 | 5.0 | 3.0 | 4.0 | 9.0 | 4.0 | 7.0 | 0.0 | 0.0 | 0.0 | 3.0 | 76.9 | 0.0 | 0.0 | 0.0 | 178050.0 | 7746.0 | 2400.0 | 13734.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 68355089 | NaN | 24700.0 | 24700.0 | 24700.0 | 36 months | 11.99 | 820.28 | C | C1 | Engineer | 10+ years | MORTGAGE | 65000.0 | Not Verified | Dec-2015 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=68355089 | NaN | small_business | Business | 577xx | SD | 16.06 | 1.0 | Dec-1999 | 715.0 | 719.0 | 4.0 | 6.0 | NaN | 22.0 | 0.0 | 21470.0 | 19.2 | 38.0 | w | 0.00 | 0.00 | 25679.660000 | 25679.66 | 24700.00 | 979.66 | 0.0 | 0.0 | 0.0 | Jun-2016 | 926.35 | NaN | Mar-2019 | 699.0 | 695.0 | 0.0 | NaN | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 204396.0 | 1.0 | 1.0 | 0.0 | 1.0 | 19.0 | 18005.0 | 73.0 | 2.0 | 3.0 | 6472.0 | 29.0 | 111800.0 | 0.0 | 0.0 | 6.0 | 4.0 | 9733.0 | 57830.0 | 27.1 | 0.0 | 0.0 | 113.0 | 192.0 | 2.0 | 2.0 | 4.0 | 2.0 | NaN | 0.0 | 6.0 | 0.0 | 5.0 | 5.0 | 13.0 | 17.0 | 6.0 | 20.0 | 27.0 | 5.0 | 22.0 | 0.0 | 0.0 | 0.0 | 2.0 | 97.4 | 7.7 | 0.0 | 0.0 | 314017.0 | 39475.0 | 79300.0 | 24667.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 68341763 | NaN | 20000.0 | 20000.0 | 20000.0 | 60 months | 10.78 | 432.66 | B | B4 | truck driver | 10+ years | MORTGAGE | 63000.0 | Not Verified | Dec-2015 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=68341763 | NaN | home_improvement | NaN | 605xx | IL | 10.78 | 0.0 | Aug-2000 | 695.0 | 699.0 | 0.0 | NaN | NaN | 6.0 | 0.0 | 7869.0 | 56.2 | 18.0 | w | 0.00 | 0.00 | 22705.924294 | 22705.92 | 20000.00 | 2705.92 | 0.0 | 0.0 | 0.0 | Jun-2017 | 15813.30 | NaN | Mar-2019 | 704.0 | 700.0 | 0.0 | NaN | 1.0 | Joint App | 71000.0 | 13.85 | Not Verified | 0.0 | 0.0 | 189699.0 | 0.0 | 1.0 | 0.0 | 4.0 | 19.0 | 10827.0 | 73.0 | 0.0 | 2.0 | 2081.0 | 65.0 | 14000.0 | 2.0 | 5.0 | 1.0 | 6.0 | 31617.0 | 2737.0 | 55.9 | 0.0 | 0.0 | 125.0 | 184.0 | 14.0 | 14.0 | 5.0 | 101.0 | NaN | 10.0 | NaN | 0.0 | 2.0 | 3.0 | 2.0 | 4.0 | 6.0 | 4.0 | 7.0 | 3.0 | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 50.0 | 0.0 | 0.0 | 218418.0 | 18696.0 | 6200.0 | 14877.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 66310712 | NaN | 35000.0 | 35000.0 | 35000.0 | 60 months | 14.85 | 829.90 | C | C5 | Information Systems Officer | 10+ years | MORTGAGE | 110000.0 | Source Verified | Dec-2015 | Current | n | https://lendingclub.com/browse/loanDetail.action?loan_id=66310712 | NaN | debt_consolidation | Debt consolidation | 076xx | NJ | 17.06 | 0.0 | Sep-2008 | 785.0 | 789.0 | 0.0 | NaN | NaN | 13.0 | 0.0 | 7802.0 | 11.6 | 17.0 | w | 15897.65 | 15897.65 | 31464.010000 | 31464.01 | 19102.35 | 12361.66 | 0.0 | 0.0 | 0.0 | Feb-2019 | 829.90 | Apr-2019 | Mar-2019 | 679.0 | 675.0 | 0.0 | NaN | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 301500.0 | 1.0 | 1.0 | 0.0 | 1.0 | 23.0 | 12609.0 | 70.0 | 1.0 | 1.0 | 6987.0 | 45.0 | 67300.0 | 0.0 | 1.0 | 0.0 | 2.0 | 23192.0 | 54962.0 | 12.1 | 0.0 | 0.0 | 36.0 | 87.0 | 2.0 | 2.0 | 1.0 | 2.0 | NaN | NaN | NaN | 0.0 | 4.0 | 5.0 | 8.0 | 10.0 | 2.0 | 10.0 | 13.0 | 5.0 | 13.0 | 0.0 | 0.0 | 0.0 | 1.0 | 100.0 | 0.0 | 0.0 | 0.0 | 381215.0 | 52226.0 | 62500.0 | 18000.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 68476807 | NaN | 10400.0 | 10400.0 | 10400.0 | 60 months | 22.45 | 289.91 | F | F1 | Contract Specialist | 3 years | MORTGAGE | 104433.0 | Source Verified | Dec-2015 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=68476807 | NaN | major_purchase | Major purchase | 174xx | PA | 25.37 | 1.0 | Jun-1998 | 695.0 | 699.0 | 3.0 | 12.0 | NaN | 12.0 | 0.0 | 21929.0 | 64.5 | 35.0 | w | 0.00 | 0.00 | 11740.500000 | 11740.50 | 10400.00 | 1340.50 | 0.0 | 0.0 | 0.0 | Jul-2016 | 10128.96 | NaN | Mar-2018 | 704.0 | 700.0 | 0.0 | NaN | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 331730.0 | 1.0 | 3.0 | 0.0 | 3.0 | 14.0 | 73839.0 | 84.0 | 4.0 | 7.0 | 9702.0 | 78.0 | 34000.0 | 2.0 | 1.0 | 3.0 | 10.0 | 27644.0 | 4567.0 | 77.5 | 0.0 | 0.0 | 128.0 | 210.0 | 4.0 | 4.0 | 6.0 | 4.0 | 12.0 | 1.0 | 12.0 | 0.0 | 4.0 | 6.0 | 5.0 | 9.0 | 10.0 | 7.0 | 19.0 | 6.0 | 12.0 | 0.0 | 0.0 | 0.0 | 4.0 | 96.6 | 60.0 | 0.0 | 0.0 | 439570.0 | 95768.0 | 20300.0 | 88097.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 68426831 | NaN | 11950.0 | 11950.0 | 11950.0 | 36 months | 13.44 | 405.18 | C | C3 | Veterinary Tecnician | 4 years | RENT | 34000.0 | Source Verified | Dec-2015 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=68426831 | NaN | debt_consolidation | Debt consolidation | 300xx | GA | 10.20 | 0.0 | Oct-1987 | 690.0 | 694.0 | 0.0 | NaN | NaN | 5.0 | 0.0 | 8822.0 | 68.4 | 6.0 | w | 0.00 | 0.00 | 13708.948530 | 13708.95 | 11950.00 | 1758.95 | 0.0 | 0.0 | 0.0 | May-2017 | 7653.56 | NaN | May-2017 | 759.0 | 755.0 | 0.0 | NaN | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 12798.0 | 0.0 | 1.0 | 0.0 | 0.0 | 338.0 | 3976.0 | 99.0 | 0.0 | 0.0 | 4522.0 | 76.0 | 12900.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2560.0 | 844.0 | 91.0 | 0.0 | 0.0 | 338.0 | 54.0 | 32.0 | 32.0 | 0.0 | 36.0 | NaN | NaN | NaN | 0.0 | 2.0 | 3.0 | 2.0 | 2.0 | 2.0 | 4.0 | 4.0 | 3.0 | 5.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 100.0 | 0.0 | 0.0 | 16900.0 | 12798.0 | 9400.0 | 4000.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 68476668 | NaN | 20000.0 | 20000.0 | 20000.0 | 36 months | 9.17 | 637.58 | B | B2 | Vice President of Recruiting Operations | 10+ years | MORTGAGE | 180000.0 | Not Verified | Dec-2015 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=68476668 | NaN | debt_consolidation | Debt consolidation | 550xx | MN | 14.67 | 0.0 | Jun-1990 | 680.0 | 684.0 | 0.0 | 49.0 | NaN | 12.0 | 0.0 | 87329.0 | 84.5 | 27.0 | f | 0.00 | 0.00 | 21393.800000 | 21393.80 | 20000.00 | 1393.80 | 0.0 | 0.0 | 0.0 | Nov-2016 | 15681.05 | NaN | Mar-2019 | 654.0 | 650.0 | 0.0 | NaN | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 360358.0 | 0.0 | 2.0 | 0.0 | 2.0 | 18.0 | 29433.0 | 63.0 | 2.0 | 3.0 | 13048.0 | 74.0 | 94200.0 | 1.0 | 0.0 | 1.0 | 6.0 | 30030.0 | 0.0 | 102.9 | 0.0 | 0.0 | 142.0 | 306.0 | 10.0 | 10.0 | 4.0 | 12.0 | NaN | 10.0 | NaN | 0.0 | 4.0 | 6.0 | 4.0 | 5.0 | 7.0 | 9.0 | 16.0 | 6.0 | 12.0 | 0.0 | 0.0 | 0.0 | 2.0 | 96.3 | 100.0 | 0.0 | 0.0 | 388852.0 | 116762.0 | 31500.0 | 46452.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 67275481 | NaN | 20000.0 | 20000.0 | 20000.0 | 36 months | 8.49 | 631.26 | B | B1 | road driver | 10+ years | MORTGAGE | 85000.0 | Not Verified | Dec-2015 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=67275481 | NaN | major_purchase | Major purchase | 293xx | SC | 17.61 | 1.0 | Feb-1999 | 705.0 | 709.0 | 0.0 | 3.0 | NaN | 8.0 | 0.0 | 826.0 | 5.7 | 15.0 | w | 0.00 | 0.00 | 21538.508977 | 21538.51 | 20000.00 | 1538.51 | 0.0 | 0.0 | 0.0 | Jan-2017 | 14618.23 | NaN | Mar-2019 | 674.0 | 670.0 | 0.0 | 3.0 | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 141601.0 | 0.0 | 3.0 | 0.0 | 4.0 | 13.0 | 27111.0 | 75.0 | 0.0 | 0.0 | 640.0 | 55.0 | 14500.0 | 1.0 | 0.0 | 2.0 | 4.0 | 17700.0 | 13674.0 | 5.7 | 0.0 | 0.0 | 149.0 | 55.0 | 32.0 | 13.0 | 3.0 | 32.0 | NaN | 8.0 | NaN | 1.0 | 2.0 | 2.0 | 3.0 | 3.0 | 9.0 | 3.0 | 3.0 | 2.0 | 8.0 | 0.0 | 0.0 | 1.0 | 0.0 | 93.3 | 0.0 | 0.0 | 0.0 | 193390.0 | 27937.0 | 14500.0 | 36144.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 68466926 | NaN | 10000.0 | 10000.0 | 10000.0 | 36 months | 6.49 | 306.45 | A | A2 | SERVICE MANAGER | 6 years | RENT | 85000.0 | Not Verified | Dec-2015 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=68466926 | NaN | credit_card | Credit card refinancing | 160xx | PA | 13.07 | 0.0 | Apr-2002 | 685.0 | 689.0 | 1.0 | NaN | 106.0 | 14.0 | 1.0 | 10464.0 | 34.5 | 23.0 | w | 0.00 | 0.00 | 10998.971575 | 10998.97 | 10000.00 | 998.97 | 0.0 | 0.0 | 0.0 | Aug-2018 | 1814.48 | NaN | Mar-2019 | 719.0 | 715.0 | 0.0 | NaN | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 8341.0 | 27957.0 | 2.0 | 1.0 | 0.0 | 0.0 | 35.0 | 17493.0 | 57.0 | 2.0 | 7.0 | 2524.0 | 46.0 | 30300.0 | 2.0 | 0.0 | 1.0 | 7.0 | 1997.0 | 8182.0 | 50.1 | 0.0 | 0.0 | 164.0 | 129.0 | 1.0 | 1.0 | 1.0 | 4.0 | NaN | 1.0 | NaN | 0.0 | 6.0 | 9.0 | 7.0 | 10.0 | 3.0 | 13.0 | 19.0 | 9.0 | 14.0 | 0.0 | 0.0 | 0.0 | 2.0 | 95.7 | 28.6 | 1.0 | 0.0 | 61099.0 | 27957.0 | 16400.0 | 30799.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 68616873 | NaN | 8000.0 | 8000.0 | 8000.0 | 36 months | 11.48 | 263.74 | B | B5 | Vendor liaison | 10+ years | MORTGAGE | 42000.0 | Not Verified | Dec-2015 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=68616873 | NaN | credit_card | Credit card refinancing | 029xx | RI | 34.80 | 0.0 | Nov-1994 | 700.0 | 704.0 | 0.0 | 75.0 | NaN | 8.0 | 0.0 | 7034.0 | 39.1 | 18.0 | w | 0.00 | 0.00 | 8939.580503 | 8939.58 | 8000.00 | 939.58 | 0.0 | 0.0 | 0.0 | Apr-2017 | 4996.24 | NaN | Nov-2018 | 679.0 | 675.0 | 0.0 | 75.0 | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 199696.0 | 0.0 | 2.0 | 2.0 | 3.0 | 10.0 | 106748.0 | 72.0 | 0.0 | 2.0 | 4725.0 | 49.0 | 18000.0 | 0.0 | 0.0 | 1.0 | 5.0 | 28528.0 | 9966.0 | 41.4 | 0.0 | 0.0 | 155.0 | 253.0 | 15.0 | 10.0 | 1.0 | 50.0 | NaN | 10.0 | NaN | 1.0 | 3.0 | 3.0 | 3.0 | 6.0 | 5.0 | 5.0 | 11.0 | 3.0 | 8.0 | 0.0 | 0.0 | 0.0 | 2.0 | 94.4 | 33.3 | 0.0 | 0.0 | 256513.0 | 113782.0 | 17000.0 | 135513.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
Last rows
| id | member_id | loan_amnt | funded_amnt | funded_amnt_inv | term | int_rate | installment | grade | sub_grade | emp_title | emp_length | home_ownership | annual_inc | verification_status | issue_d | loan_status | pymnt_plan | url | desc | purpose | title | zip_code | addr_state | dti | delinq_2yrs | earliest_cr_line | fico_range_low | fico_range_high | inq_last_6mths | mths_since_last_delinq | mths_since_last_record | open_acc | pub_rec | revol_bal | revol_util | total_acc | initial_list_status | out_prncp | out_prncp_inv | total_pymnt | total_pymnt_inv | total_rec_prncp | total_rec_int | total_rec_late_fee | recoveries | collection_recovery_fee | last_pymnt_d | last_pymnt_amnt | next_pymnt_d | last_credit_pull_d | last_fico_range_high | last_fico_range_low | collections_12_mths_ex_med | mths_since_last_major_derog | policy_code | application_type | annual_inc_joint | dti_joint | verification_status_joint | acc_now_delinq | tot_coll_amt | tot_cur_bal | open_acc_6m | open_act_il | open_il_12m | open_il_24m | mths_since_rcnt_il | total_bal_il | il_util | open_rv_12m | open_rv_24m | max_bal_bc | all_util | total_rev_hi_lim | inq_fi | total_cu_tl | inq_last_12m | acc_open_past_24mths | avg_cur_bal | bc_open_to_buy | bc_util | chargeoff_within_12_mths | delinq_amnt | mo_sin_old_il_acct | mo_sin_old_rev_tl_op | mo_sin_rcnt_rev_tl_op | mo_sin_rcnt_tl | mort_acc | mths_since_recent_bc | mths_since_recent_bc_dlq | mths_since_recent_inq | mths_since_recent_revol_delinq | num_accts_ever_120_pd | num_actv_bc_tl | num_actv_rev_tl | num_bc_sats | num_bc_tl | num_il_tl | num_op_rev_tl | num_rev_accts | num_rev_tl_bal_gt_0 | num_sats | num_tl_120dpd_2m | num_tl_30dpd | num_tl_90g_dpd_24m | num_tl_op_past_12m | pct_tl_nvr_dlq | percent_bc_gt_75 | pub_rec_bankruptcies | tax_liens | tot_hi_cred_lim | total_bal_ex_mort | total_bc_limit | total_il_high_credit_limit | revol_bal_joint | sec_app_fico_range_low | sec_app_fico_range_high | sec_app_earliest_cr_line | sec_app_inq_last_6mths | sec_app_mort_acc | sec_app_open_acc | sec_app_revol_util | sec_app_open_act_il | sec_app_num_rev_accts | sec_app_chargeoff_within_12_mths | sec_app_collections_12_mths_ex_med | sec_app_mths_since_last_major_derog | hardship_flag | hardship_type | hardship_reason | hardship_status | deferral_term | hardship_amount | hardship_start_date | hardship_end_date | payment_plan_start_date | hardship_length | hardship_dpd | hardship_loan_status | orig_projected_additional_accrued_interest | hardship_payoff_balance_amount | hardship_last_payment_amount | disbursement_method | debt_settlement_flag | debt_settlement_flag_date | settlement_status | settlement_date | settlement_amount | settlement_percentage | settlement_term | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2260691 | 89996426 | NaN | 32000.0 | 32000.0 | 32000.0 | 60 months | 14.49 | 752.74 | C | C4 | Sales Manager | 3 years | MORTGAGE | 157000.0 | Source Verified | Oct-2016 | Charged Off | n | https://lendingclub.com/browse/loanDetail.action?loan_id=89996426 | NaN | home_improvement | Home improvement | 863xx | AZ | 10.34 | 0.0 | Jun-2011 | 735.0 | 739.0 | 0.0 | NaN | NaN | 14.0 | 0.0 | 111598.0 | 27.4 | 18.0 | f | 0.00 | 0.00 | 3737.940000 | 3737.94 | 1876.47 | 1861.47 | 0.00 | 0.0 | 0.0 | Mar-2017 | 752.74 | NaN | Dec-2018 | 499.0 | 0.0 | 0.0 | NaN | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 408701.0 | 2.0 | 2.0 | 0.0 | 2.0 | 16.0 | 11274.0 | 47.0 | 2.0 | 7.0 | 736.0 | 36.0 | 207500.0 | 2.0 | 2.0 | 0.0 | 10.0 | 29193.0 | 14118.0 | 10.6 | 0.0 | 0.0 | 53.0 | 63.0 | 4.0 | 4.0 | 3.0 | 4.0 | NaN | 15.0 | NaN | 0.0 | 5.0 | 8.0 | 7.0 | 7.0 | 4.0 | 11.0 | 11.0 | 8.0 | 14.0 | 0.0 | 0.0 | 0.0 | 2.0 | 100.0 | 0.0 | 0.0 | 0.0 | 524379.0 | 122872.0 | 15800.0 | 23879.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 2260692 | 90006534 | NaN | 16000.0 | 16000.0 | 16000.0 | 60 months | 12.79 | 362.34 | C | C1 | Manager | 10+ years | RENT | 150000.0 | Not Verified | Oct-2016 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=90006534 | NaN | medical | Medical expenses | 284xx | NC | 12.25 | 0.0 | Aug-1997 | 665.0 | 669.0 | 0.0 | 68.0 | 26.0 | 12.0 | 4.0 | 7700.0 | 55.0 | 28.0 | f | 0.00 | 0.00 | 18660.607569 | 18660.61 | 16000.00 | 2660.61 | 0.00 | 0.0 | 0.0 | Mar-2018 | 12874.54 | NaN | Mar-2019 | 684.0 | 680.0 | 0.0 | 68.0 | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 65797.0 | 1.0 | 5.0 | 2.0 | 6.0 | 4.0 | 58097.0 | 79.0 | 0.0 | 3.0 | 4516.0 | 75.0 | 14000.0 | 1.0 | 1.0 | 1.0 | 9.0 | 5982.0 | 2720.0 | 73.1 | 0.0 | 0.0 | 147.0 | 229.0 | 17.0 | 4.0 | 0.0 | 17.0 | NaN | 12.0 | NaN | 1.0 | 3.0 | 4.0 | 4.0 | 5.0 | 15.0 | 6.0 | 11.0 | 4.0 | 12.0 | 0.0 | 0.0 | 0.0 | 2.0 | 92.0 | 50.0 | 3.0 | 0.0 | 87473.0 | 65797.0 | 10100.0 | 73473.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 2260693 | 89955820 | NaN | 24000.0 | 24000.0 | 24000.0 | 60 months | 10.49 | 515.74 | B | B3 | Current Operations Officer | 4 years | OWN | 125000.0 | Not Verified | Oct-2016 | Current | n | https://lendingclub.com/browse/loanDetail.action?loan_id=89955820 | NaN | credit_card | Credit card refinancing | 967xx | HI | 10.98 | 0.0 | Feb-2001 | 725.0 | 729.0 | 0.0 | NaN | 42.0 | 15.0 | 2.0 | 22448.0 | 22.4 | 22.0 | f | 13951.43 | 13951.43 | 14977.430000 | 14977.43 | 10048.57 | 4928.86 | 0.00 | 0.0 | 0.0 | Mar-2019 | 515.74 | Apr-2019 | Mar-2019 | 739.0 | 735.0 | 0.0 | NaN | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 31320.0 | 5.0 | 1.0 | 0.0 | 0.0 | 44.0 | 8872.0 | 31.0 | 5.0 | 10.0 | 6460.0 | 24.0 | 100300.0 | 0.0 | 0.0 | 0.0 | 10.0 | 2088.0 | 73489.0 | 21.6 | 0.0 | 0.0 | 44.0 | 187.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 13.0 | NaN | 0.0 | 6.0 | 8.0 | 11.0 | 14.0 | 1.0 | 14.0 | 21.0 | 8.0 | 15.0 | 0.0 | 0.0 | 0.0 | 5.0 | 100.0 | 0.0 | 0.0 | 2.0 | 128902.0 | 31320.0 | 93700.0 | 28602.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 2260694 | 89885898 | NaN | 24000.0 | 24000.0 | 24000.0 | 60 months | 12.79 | 543.50 | C | C1 | Unit Operator | 7 years | MORTGAGE | 95000.0 | Source Verified | Oct-2016 | Current | n | https://lendingclub.com/browse/loanDetail.action?loan_id=89885898 | NaN | home_improvement | Home improvement | 356xx | AL | 19.61 | 0.0 | Dec-1999 | 665.0 | 669.0 | 0.0 | NaN | NaN | 5.0 | 0.0 | 49431.0 | 84.4 | 54.0 | f | 14287.39 | 14287.39 | 15760.500000 | 15760.50 | 9712.61 | 6047.89 | 0.00 | 0.0 | 0.0 | Mar-2019 | 543.50 | Apr-2019 | Mar-2019 | 709.0 | 705.0 | 0.0 | NaN | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 104422.0 | 2.0 | 2.0 | 1.0 | 3.0 | 3.0 | 54991.0 | 106.0 | 2.0 | 2.0 | 0.0 | 103.0 | 50500.0 | 1.0 | 19.0 | 1.0 | 5.0 | 26106.0 | NaN | NaN | 0.0 | 0.0 | 201.0 | 88.0 | 3.0 | 3.0 | 0.0 | NaN | NaN | 4.0 | NaN | 0.0 | 0.0 | 2.0 | 0.0 | 3.0 | 43.0 | 3.0 | 11.0 | 2.0 | 5.0 | 0.0 | 0.0 | 0.0 | 3.0 | 100.0 | NaN | 0.0 | 0.0 | 102517.0 | 104422.0 | 0.0 | 52017.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 2260695 | 88977788 | NaN | 24000.0 | 24000.0 | 24000.0 | 60 months | 10.49 | 515.74 | B | B3 | Database Administrator | 10+ years | MORTGAGE | 108000.0 | Not Verified | Oct-2016 | Current | n | https://lendingclub.com/browse/loanDetail.action?loan_id=88977788 | NaN | debt_consolidation | Debt consolidation | 840xx | UT | 34.94 | 0.0 | Feb-1991 | 695.0 | 699.0 | 1.0 | 60.0 | 69.0 | 24.0 | 1.0 | 21665.0 | 39.0 | 58.0 | f | 13951.42 | 13951.42 | 15008.530000 | 15008.53 | 10048.58 | 4959.95 | 0.00 | 0.0 | 0.0 | Mar-2019 | 515.74 | Apr-2019 | Mar-2019 | 734.0 | 730.0 | 0.0 | 60.0 | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 140118.0 | 0.0 | 4.0 | 0.0 | 5.0 | 16.0 | 118453.0 | 77.0 | 0.0 | 2.0 | 4090.0 | 59.0 | 55600.0 | 1.0 | 12.0 | 4.0 | 7.0 | 6369.0 | 15307.0 | 45.1 | 0.0 | 0.0 | 166.0 | 307.0 | 15.0 | 15.0 | 4.0 | 15.0 | 60.0 | 4.0 | 60.0 | 12.0 | 5.0 | 12.0 | 7.0 | 18.0 | 17.0 | 19.0 | 37.0 | 12.0 | 24.0 | 0.0 | 0.0 | 0.0 | 0.0 | 75.9 | 42.9 | 0.0 | 1.0 | 227883.0 | 140118.0 | 27900.0 | 172283.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 2260696 | 88985880 | NaN | 40000.0 | 40000.0 | 40000.0 | 60 months | 10.49 | 859.56 | B | B3 | Vice President | 9 years | MORTGAGE | 227000.0 | Verified | Oct-2016 | Current | n | https://lendingclub.com/browse/loanDetail.action?loan_id=88985880 | NaN | debt_consolidation | NaN | 907xx | CA | 12.75 | 7.0 | Feb-1995 | 705.0 | 709.0 | 1.0 | 9.0 | NaN | 5.0 | 0.0 | 8633.0 | 64.9 | 37.0 | f | 23252.59 | 23252.59 | 24903.930000 | 24903.93 | 16747.41 | 8156.52 | 0.00 | 0.0 | 0.0 | Mar-2019 | 859.56 | Apr-2019 | Mar-2019 | 724.0 | 720.0 | 0.0 | 10.0 | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 28398.0 | 0.0 | 2.0 | 0.0 | 1.0 | 15.0 | 19765.0 | 46.0 | 0.0 | 0.0 | 5141.0 | 51.0 | 13300.0 | 3.0 | 0.0 | 2.0 | 2.0 | 5680.0 | 4070.0 | 66.9 | 0.0 | 0.0 | 154.0 | 258.0 | 33.0 | 15.0 | 3.0 | 41.0 | 9.0 | 1.0 | 9.0 | 6.0 | 2.0 | 3.0 | 2.0 | 15.0 | 9.0 | 3.0 | 23.0 | 3.0 | 5.0 | 0.0 | 0.0 | 7.0 | 0.0 | 75.7 | 50.0 | 0.0 | 0.0 | 55970.0 | 28398.0 | 12300.0 | 42670.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 2260697 | 88224441 | NaN | 24000.0 | 24000.0 | 24000.0 | 60 months | 14.49 | 564.56 | C | C4 | Program Manager | 6 years | RENT | 110000.0 | Not Verified | Oct-2016 | Charged Off | n | https://lendingclub.com/browse/loanDetail.action?loan_id=88224441 | NaN | debt_consolidation | Debt consolidation | 334xx | FL | 18.30 | 0.0 | Jul-1999 | 660.0 | 664.0 | 0.0 | 67.0 | 72.0 | 10.0 | 1.0 | 17641.0 | 68.1 | 31.0 | f | 0.00 | 0.00 | 6755.400000 | 6755.40 | 3521.91 | 3233.49 | 0.00 | 0.0 | 0.0 | Oct-2017 | 564.56 | NaN | Mar-2019 | 594.0 | 590.0 | 0.0 | 67.0 | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 62426.0 | 0.0 | 2.0 | 0.0 | 2.0 | 20.0 | 44785.0 | 78.0 | 1.0 | 5.0 | 6172.0 | 73.0 | 25900.0 | 0.0 | 0.0 | 1.0 | 7.0 | 6243.0 | 4660.0 | 77.5 | 0.0 | 0.0 | 132.0 | 206.0 | 9.0 | 9.0 | 2.0 | 9.0 | NaN | 9.0 | NaN | 1.0 | 5.0 | 7.0 | 5.0 | 15.0 | 4.0 | 8.0 | 24.0 | 7.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.0 | 96.2 | 40.0 | 1.0 | 0.0 | 84664.0 | 62426.0 | 20700.0 | 58764.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | Y | Mar-2019 | ACTIVE | Mar-2019 | 10000.0 | 44.82 | 1.0 |
| 2260698 | 88215728 | NaN | 14000.0 | 14000.0 | 14000.0 | 60 months | 14.49 | 329.33 | C | C4 | Customer Service Technician | 10+ years | MORTGAGE | 95000.0 | Verified | Oct-2016 | Current | n | https://lendingclub.com/browse/loanDetail.action?loan_id=88215728 | NaN | debt_consolidation | NaN | 770xx | TX | 23.36 | 0.0 | Jun-1996 | 660.0 | 664.0 | 1.0 | 37.0 | NaN | 8.0 | 0.0 | 7662.0 | 54.0 | 22.0 | w | 8456.12 | 8456.12 | 9621.250000 | 9621.25 | 5543.88 | 4027.96 | 49.41 | 0.0 | 0.0 | Mar-2019 | 329.33 | Apr-2019 | Mar-2019 | 669.0 | 665.0 | 0.0 | 37.0 | 1.0 | Individual | NaN | NaN | NaN | 0.0 | 0.0 | 143066.0 | 0.0 | 1.0 | 1.0 | 2.0 | 7.0 | 32071.0 | 94.0 | 0.0 | 1.0 | 4093.0 | 84.0 | 14200.0 | 3.0 | 1.0 | 2.0 | 3.0 | 17883.0 | 1838.0 | 80.7 | 0.0 | 0.0 | 149.0 | 243.0 | 22.0 | 7.0 | 1.0 | 75.0 | 39.0 | 6.0 | 37.0 | 4.0 | 3.0 | 3.0 | 4.0 | 12.0 | 3.0 | 5.0 | 17.0 | 3.0 | 8.0 | 0.0 | 0.0 | 0.0 | 1.0 | 81.8 | 50.0 | 0.0 | 0.0 | 163804.0 | 44215.0 | 9500.0 | 34169.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Cash | N | NaN | NaN | NaN | NaN | NaN | NaN |
| 2260699 | Total amount funded in policy code 1: 1465324575 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2260700 | Total amount funded in policy code 2: 521953170 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |